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BMVC2021

  • Rudrabha Mukhopadhyay,Sindhu B. Hegde,Vinay P. Namboodiri,C. V. Jawahar. "Audio-Visual Speech Super-Resolution." | [PDF]

  • Rishabh Garg,Ruohan Gao,Kristen Grauman. "Geometry-Aware Multi-Task Learning for Binaural Audio Generation from Video." | [PDF]

  • Vladimir Iashin,Esa Rahtu. "Taming Visually Guided Sound Generation." | [PDF]

  • Youshan Zhang,Brian D. Davison. "Deep Least Squares Alignment for Unsupervised Domain Adaptation." | [PDF]

  • Zhongying Deng,Kaiyang Zhou,Yongxin Yang,Tao Xiang. "Domain Attention Consistency for Multi-Source Domain Adaptation." | [PDF]

  • Alexander Raistrick,Nilesh Kulkarni,David Fouhey. "Collision Replay: What Does Bumping Into Things Tell You About Scene Geometry?" | [PDF]

  • Antonin Sulc,Imari Sato,Bastian Goldluecke,Tali Treibitz. "Towards Monocular Shape from Refraction." | [PDF]

  • Himangi Mittal,Brian Okorn,Arpit Jangid,David Held. "Self-Supervised Point Cloud Completion via Inpainting." | [PDF]

  • Fei Yang,Huan Wang,Zhong Jin. "Adaptive GMM Convolution for Point Cloud Learning." | [PDF]

  • Peng Xu,Na Jiang,Jun Li,Zhiping Shi. "Learning Attention Map for 3D Human Recovery from a Single RGB Image." | [PDF]

  • Wonyoung Lee,Minsong Ki,Cheolhyun Mun,Sungpil Kho,Hyeran Byun. "Foreground Mining via Contrastive Guidance for Weakly Supervised Object Localization." | [PDF]

  • Yi-Lun Lee,Yen-Chung Chen,Min-Yuan Tseng,Yi-Hsuan Tsai,Wei-Chen Chiu. "Learning to Hide Residual for Boosting Image Compression." | [PDF]

  • Ntumba Elie Nsampi,Zhongyun Hu,Qing Wang. "Learning Exposure Correction Via Consistency Modeling." | [PDF]

  • Shang Li,Guixuan Zhang,Zhengxiong Luo,Jie Liu,Zhi Zeng,Shuwu Zhang. "Approaching the Limit of Image Rescaling via Flow Guidance." | [PDF]

  • Xinmiao Lin,Wentao Bao,Matthew K. Wright,Yu Kong. "Gradient Frequency Modulation for Visually Explaining Video Understanding Models." | [PDF]

  • Mahmoud Afifi,Abdullah Abuolaim. "Semi-Supervised Raw-to-Raw Mapping." | [PDF]

  • Yang Hong,Kaixuan Wei,Linwei Chen,Ying Fu. "Crafting Object Detection in Very Low Light." | [PDF]

  • Mats L. Richter,Justin Shenk,Wolf Byttner,Anna Wiedenroth,Mikael Huss. "Feature Space Saturation during Training." | [PDF]

  • Zuyuan Zhong,Chen Liu,Yanwei Fu. "Adaptive End-to-End Budgeted Network Learning via Inverse Scale Space." | [PDF]

  • Jiehua Zhang,Zhuo Su,Li Liu. "Median Pixel Difference Convolutional Network for Robust Face Recognition." | [PDF]

  • JoonKyu Park,Seungjun Nah,Kyoung Mu Lee. "Recurrence-in-Recurrence Networks for Video Deblurring." | [PDF]

  • Yi Zhang,Geng Chen,Qian Chen,Yujia Sun,Yong Xia,Olivier Déforges,Wassim Hamidouche,Lu Zhang. "Learning Synergistic Attention for Light Field Salient Object Detection." | [PDF]

  • Yuzhen Ding,Nupur Thakur,Baoxin Li. "Does a GAN leave distinct model-specific fingerprints?" | [PDF]

  • Shuchang Lyu,Qi Zhao,Yujing Ma,Lijiang Chen. "Make Baseline Model Stronger: Embedded Knowledge Distillation in Weight-Sharing Based Ensemble Network." | [PDF]

  • Adam Ivankay,Ivan Girardi,Chiara Marchiori,Pascal Frossard. "FAR: A General Framework for Attributional Robustness." | [PDF]

  • Philipp Benz,Soomin Ham,Chaoning Zhang,Adil Karjauv,In So Kweon. "Adversarial Robustness Comparison of Vision Transformer and MLP-Mixer to CNNs." | [PDF]

  • Heng Zhang,Élisa Fromont,Sébastien Lefèvre,Bruno Avignon. "PDF-Distil: including Prediction Disagreements in Feature-based Distillation for object detection." | [PDF]

  • Damian Kaliroff,Guy Gilboa. "PhIT-Net: Photo-consistent Image Transform for Robust Illumination Invariant Matching." | [PDF]

  • Nao Mishima,Akihito Seki,Shinsaku Hiura. "Absolute Scale from Varifocal Monocular Camera through SfM and Defocus Combined." | [PDF]

  • Muhammad Kashif Ali,Sangjoon Yu,Tae Hyun Kim. "Deep Motion Blind Video Stabilization." | [PDF]

  • Satoshi Ikehata. "PS-Transformer: Learning Sparse Photometric Stereo Network using Self-Attention Mechanism." | [PDF]

  • Yu Gong,Ye Yu,Gaurav Mittal,Greg Mori,Mei Chen. "MUSE: Feature Self-Distillation with Mutual Information and Self-Information." | [PDF]

  • Xiao Wang,Siyuan Yao,Pengwen Dai,Rui Wang,Xiaochun Cao. "Updated Paired Regions for Shadow Detection from Single Image." | [PDF]

  • Zhiqiang Liu,Yanxia Liu,Chengkai Huang. "Semi-Online Knowledge Distillation." | [PDF]

  • Shizun Wang,Ming Lu,Kaixin Chen,Jiaming Liu,Xiaoqi Li,Chuang Zhang,Ming Wu. "SamplingAug: On the Importance of Patch Sampling Augmentation for Single Image Super-Resolution." | [PDF]

  • Peng Zhou,Ning Yu,Zuxuan Wu,Larry Davis,Abhinav Shrivastava,Ser-Nam Lim. "Deep Video Inpainting Detection." | [PDF]

  • Sheng Xu,Junhe Zhao,Yanjing Li,Baochang Zhang,Guodong Guo. "POEM: 1-bit Point-wise Operations based on Expectation-Maximization for Efficient Point Cloud Processing." | [PDF]

  • Vinnam Kim,Hyunsouk Cho,Sehee Chung. "One-Step Pixel-Level Perturbation-Based Saliency Detector." | [PDF]

  • Motasem Alfarra,Juan C. Pérez,Adel Bibi,Ali K. Thabet,Pablo Arbelaez,Bernard Ghanem. "Rethinking Clustering for Robustness." | [PDF]

  • Lin Zhang,Qi She,Zhengyang Shen,Changhu Wang. "Inter-intra Variant Dual Representations for Self-supervised Video Recognition." | [PDF]

  • Wei-Ting Chen,Cheng-Che Tsai,Hao-Yu Fang,I-Hsiang Chen,Jian-Jiun Ding,Sy-Yen Kuo. "ContourletNet: A Generalized Rain Removal Architecture Using Multi-Direction Representation and Hierarchical Decomposition." | [PDF]

  • Hong Cai,Janarbek Matai,Shubhankar Borse,Yizhe Zhang,Amin Ansari,Fatih Porikli. "X-Distill: Improving Self-Supervised Monocular Depth via Cross-Task Distillation." | [PDF]

  • Kai Zhang,Yifan Sun,Rui Wang,Haichang Li,Xiaohui Hu. "Multiple Fusion Adaptation: A Strong Framework for Unsupervised Semantic Segmentation Adaptation." | [PDF]

  • Frederik Hvilshøj,Alexandros Iosifidis,Ira Assent. "ECINN: Efficient Counterfactuals from Invertible Neural Networks." | [PDF]

  • Hyeontae Son,Young Min Kim. "Progressive Growing of Points with Tree-structured Generators." | [PDF]

  • Mohammad Shafiei,Sai Bi,Zhengqin Li,Aidas Liaudanskas,Rodrigo Ortiz Cayon,Ravi Ramamoorthi. "Learning Neural Transmittance for Efficient Rendering of Reflectance Fields." | [PDF]

  • Siyue Wang,Pu Zhao,Xiao Wang,Sang Chin,Thomas Wahl,Yunsi Fei,Qi Alfred Chen,Xue Lin. "Intrinsic Examples: Robust Fingerprinting of Deep Neural Networks." | [PDF]

  • Numair Khan,Min H. Kim,James Tompkin. "Edge-aware Bidirectional Diffusion for Dense Depth Estimation from Light Fields." | [PDF]

  • Dahoon Park,Kon-Woo Kwon,Sunghoon Im,Jaeha Kung. "ZeBRA: Precisely Destroying Neural Networks with Zero-Data Based Repeated Bit Flip Attack." | [PDF]

  • Haoyi Xiu,Xin Liu,Weiming Wang,Kyoung-Sook Kim,Takayuki Shinohara,Qiong Chang,Masashi Matsuoka. "Enhancing Local Feature Learning for 3D Point Cloud Processing using Unary-Pairwise Attention." | [PDF]

  • Hang Cheng,Shugong Xu,Xiufeng Jiang,Rongrong Wang. "Deep Image Matting with Flexible Guidance Input." | [PDF]

  • Yi-Li Huang,Chengyu Gu,Shilin Wang,Zheng Huang,Kai Chen. "Spatial Aggregation for Scene Text Recognition." | [PDF]

  • Jun-Hong Huang,Hai-Kun Wang,Zhi-Wu Liao. "SIR-SRGAN: Super-Resolution Generative Adversarial Networks with Self-Interpolation Ranker." | [PDF]

  • Juan Borrego-Carazo,Mete Ozay,Frederik Laboyrie,Paul Wisbey. "A Mixed Quantization Network for Efficient Mobile Inverse Tone Mapping." | [PDF]

  • Md. Amirul Islam,Matthew Kowal,Sen Jia,Konstantinos G. Derpanis,Neil D. B. Bruce. "Simpler Does It: Generating Semantic Labels with Objectness Guidance." | [PDF]

  • Peiye Zhuang,Denis Demandolx,Ayush Saraf,Xuejian Rong,Changil Kim,Jia-Bin Huang. "AMICO: Amodal Instance Composition." | [PDF]

  • Jiafeng Mao,Qing Yu,Yoko Yamakata,Kiyoharu Aizawa. "Noisy Annotation Refinement for Object Detection." | [PDF]

  • Kyuwon Kim,Chulju Yang. "Quality Level Prediction of Image Compression using Block-wise Confidence-aware CNN." | [PDF]

  • Shaiq Munir Malik,Fnu Mohbat,Muhammad Umair Haider,Muhammad Musab Rasheed,Murtaza Taj. "Teacher-Class Network: A Neural Network Compression Mechanism." | [PDF]

  • Chen Lin,Zheyang Li,Bo Peng,Wenming Tan,Ye Ren,Shiliang Pu. "UWC: Unit-wise Calibration Towards Rapid Network Compression." | [PDF]

  • Manoj Rohit Vemparala,Nael Fasfous,Lukas Frickenstein,Alexander Frickenstein,Anmol Singh,Driton Salihu,Christian Unger,Naveen Shankar Nagaraja,Walter Stechele. "Hardware-Aware Mixed-Precision Neural Networks using In-Train Quantization." | [PDF]

  • Ying Nie,Kai Han,Yunhe Wang. "Multi-bit Adaptive Distillation for Binary Neural Networks." | [PDF]

  • Kohei Yamamichi,Xian-Hua Han. "Multi-scale Residual Aggregation Deraining Network with Spatial Context-aware Pooling and Activation." | [PDF]

  • Sanghyun Woo,Dahun Kim,Joon-Young Lee,In So Kweon. "Global Context and Geometric Priors for Effective Non-Local Self-Attention." | [PDF]

  • Roberto Mecca,Fotios Logothetis,Ignas Budvytis,Roberto Cipolla. "LUCES: A Dataset for Near-Field Point Light Source Photometric Stereo." | [PDF]

  • Gaurav Kumar Nayak,Monish Keswani,Sharan Seshadri,Anirban Chakraborty. "Beyond Classification: Knowledge Distillation using Multi-Object Impressions." | [PDF]

  • Mohan Chen,Xinxuan Zhao,Bingfei Fu,Li Zhang,Xiangyang Xue. "Rethinking local and global feature representation for semantic segmentation." | [PDF]

  • Lu Xiong,Xia Jia,Yue Ming,Jiangwan Zhou,Fan Feng,Nannan Hu. "Faster-FCoViAR: Faster Frequency-Domain Compressed Video Action Recognition." | [PDF]

  • Daniel Pototzky,Matthias Kirschner,Azhar Sultan,Lars Schmidt-Thieme. "Training Object Detectors if Only Large Objects are Labeled." | [PDF]

  • Paras Kapoor,Tien D. Bui. "TinyStarGAN v2: Distilling StarGAN v2 for Efficient Diverse Image Synthesis for Multiple Domains." | [PDF]

  • S. M. A. Sharif,Rizwan Ali Naqvi,Mithun Biswas. "SAGAN: Adversarial Spatial-asymmetric Attention for Noisy Nona-Bayer Reconstruction." | [PDF]

  • Yi-Ling Liu,Alessio Lomuscio. "Robustness Learning via Decision Tree Search Robust Optimisation." | [PDF]

  • Bharat Bhusan Sau,Soumya Roy,Vinay P. Namboodiri,Raghu Sesha Iyengar. "Deep Knowledge Distillation using Trainable Dense Attention." | [PDF]

  • Morteza Rezanejad,Sidharth Gupta,Chandra Gummaluru,Ryan Marten,John Wilder,Michael Gruninger,Dirk B. Walther. "Contour-guided Image Completion with Perceptual Grouping." | [PDF]

  • Hazarapet Tunanyan. "C4Net: Contextual Compression and Complementary Combination Network for Salient Object Detection." | [PDF]

  • Ekta Prashnani,Orazio Gallo,Joohwan Kim,Josef B. Spjut,Pradeep Sen,Iuri Frosio. "Noise-Aware Video Saliency Prediction." | [PDF]

  • Igor Morawski,Yu-An Chen,Yu-Sheng Lin,Winston H. Hsu. "NOD: Taking a Closer Look at Detection under Extreme Low-Light Conditions with Night Object Detection Dataset." | [PDF]

  • K. L. Navaneet,Soroush Abbasi Koohpayegani,Ajinkya Tejankar,Hamed Pirsiavash. "Regression as a Simple Yet Effective Tool for Self-supervised Knowledge Distillation." | [PDF]

  • Changho Jo,Woobin Im,Sung-Eui Yoon. "In-N-Out: Towards Good Initialization for Inpainting and Outpainting." | [PDF]

  • Yi Xie,Hanxiao Wu,Fei Shen,Jianqing Zhu,Huanqiang Zeng. "Object Re-identification Using Teacher-Like and Light Students." | [PDF]

  • Ziwen Li,Yuehuan Wang,Ruowang Chang. "From Under- to Overexposure: Single Image Contrast Enhancement via Semi-Supervised Learning." | [PDF]

  • Arian Bakhtiarnia,Qi Zhang,Alexandros Iosifidis. "Multi-Exit Vision Transformer for Dynamic Inference." | [PDF]

  • Nikolina Kubiak,Armin Mustafa,Graeme Phillipson,Stephen Jolly,Simon Hadfield. "SILT: Self-supervised Lighting Transfer Using Implicit Image Decomposition." | [PDF]

  • Davide Abati,Amir Ghodrati,Amirhossein Habibian. "Efficient Video Super Resolution by Gated Local Self Attention." | [PDF]

  • Leonhard Helminger,Roberto Azevedo,Abdelaziz Djelouah,Markus Gross,Christopher Schroers. "Microdosing: Knowledge Distillation for GAN Based Compression." | [PDF]

  • Dongsik Yoon,Youngsaeng Jin,Jeong-gi Kwak,Yuanming Li,David K. Han,Hanseok Ko. "Reference Guided Image Inpainting using Facial Attributes." | [PDF]

  • Lennart Alexander Van der Goten,Tobias Hepp,Zeynep Akata,Kevin Smith. "Conditional De-Identification of 3D Magnetic Resonance Images." | [PDF]

  • Seongyeop Kim,Yong Man Ro. "M-CAM: Visual Explanation of Challenging Conditioned Dataset with Bias-reducing Memory." | [PDF]

  • Lixiong Chen,Victor Adrian Prisacariu. "A Design of Contractive Appearance Flow for Photometric Stereo." | [PDF]

  • Christian Bartz,Joseph Bethge,Haojin Yang,Christoph Meinel. "One Model to Reconstruct Them All: A Novel Way to Use the Stochastic Noise in StyleGAN." | [PDF]

  • Avinav Goel,Manoj Kumar,Pavan Sudheendra. "IamAlpha: Instant and Adaptive Mobile Network for Alpha Matting." | [PDF]

  • Ye Qian,Long Chen,Feng Su. "An Adaptive Rectification Model for Arbitrary-Shaped Scene Text Recognition." | [PDF]

  • Sai Shyam Chanduri,Igor Vozniak,Zeeshan Khan Suri. "CamLessMonoDepth: Monocular Depth Estimation with Unknown Camera Parameters." | [PDF]

  • Asya Grechka,Jean-François Goudou,Matthieu Cord. "MAGECally invert images for realistic editing." | [PDF]

  • Jia Bi,Jonathon S. Hare,Geoff V. Merrett. "GhostShiftAddNet: More Features from Energy-Efficient Operations." | [PDF]

  • Pranjay Shyam,Sandeep Singh Sengar,Kuk-Jin Yoon,Kyung-Soo Kim. "Lightweight HDR Camera ISP for Robust Perception in Dynamic Illumination Conditions via Fourier Adversarial Networks." | [PDF]

  • Jeong-gi Kwak,Youngsaeng Jin,Yuanming Li,Dongsik Yoon,Donghyeon Kim,Hanseok Ko. "Adverse Weather Image Translation with Asymmetric and Uncertainty-aware GAN." | [PDF]

  • Kyungdeuk Ko,Bokyeung Lee,Jonghwan Hong,David K. Han,Hanseok Ko. "Deep Degradation Prior for Real-World Super-Resolution." | [PDF]

  • George Retsinas,Giorgos Sfikas,Christophoros Nikou,Petros Maragos. "From Seq2Seq Recognition to Handwritten Word Embeddings." | [PDF]

  • Shimon Nakaune,Satoshi Iizuka,Kazuhiro Fukui. "Skeleton-aware Text Image Super-Resolution." | [PDF]

  • Sumanth Chennupati,Mohammad Mahdi Kamani,Zhongwei Cheng,Lin Chen. "Adaptive Distillation: Aggregating Knowledge from Multiple Paths for Efficient Distillation." | [PDF]

  • Ronghui Mu,Wenjie Ruan,Leandro Soriano Marcolino,Qiang Ni. "Sparse Adversarial Video Attacks with Spatial Transformations." | [PDF]

  • Biao Yin,Nicholas Josselyn,Thomas A. Considine,John V. Kelley,Berend Rinderspacher,Robert E. Jensen,James F. Snyder,Ziming Zhang,Elke A. Rundensteiner. "Corrosion Image Data Set for Automating Scientific Assessment of Materials." | [PDF]

  • Etienne Meunier,Patrick Bouthemy. "Unsupervised computation of salient motion maps from the interpretation of a frame-based classification network." | [PDF]

  • Firas Laakom,Jenni Raitoharju,Jarno Nikkanen,Alexandros Iosifidis,Moncef Gabbouj. "Robust channel-wise illumination estimation." | [PDF]

  • Loris Giulivi,Mark J. Carman,Giacomo Boracchi. "Perception Visualization: Seeing Through The Eyes Of a DNN." | [PDF]

  • Deeksha Dangwal,Vincent T. Lee,Hyo Jin Kim,Tianwei Shen,Meghan Cowan,Rajvi Shah,Caroline Trippel,Brandon Reagen,Timothy Sherwood,Vasileios Balntas,Armin Alaghi,Eddy Ilg. "Mitigating Reverse Engineering Attacks on Local Feature Descriptors." | [PDF]

  • Zejiang Hou,Sun-Yuan Kung. "Parameter Efficient Dynamic Convolution via Tensor Decomposition." | [PDF]

  • Taihui Li,Zhong Zhuang,Hengyue Liang,Le Peng,Hengkang Wang,Ju Sun. "Self-Validation: Early Stopping for Single-Instance Deep Generative Priors." | [PDF]

  • Xitong Yang,Xiaodong Yang,Sifei Liu,Deqing Sun,Larry Davis,Jan Kautz. "Hierarchical Contrastive Motion Learning for Video Action Recognition." | [PDF]

  • Gorjan Radevski,Marie-Francine Moens,Tinne Tuytelaars. "Revisiting spatio-temporal layouts for compositional action recognition." | [PDF]

  • Khoa Vo,Hyekang Joo,Kashu Yamazaki,Sang Truong,Kris Kitani,Minh-Triet Tran,Ngan Le. "AEI: Actors-Environment Interaction with Adaptive Attention for Temporal Action Proposals Generation." | [PDF]

  • Giancarlo Paoletti,Jacopo Cavazza,Cigdem Beyan,Alessio Del Bue. "Unsupervised Human Action Recognition with Skeletal Graph Laplacian and Self-Supervised Viewpoints Invariance." | [PDF]

  • Di Yang,Yaohui Wang,Antitza Dantcheva,Lorenzo Garattoni,Gianpiero Francesca,François Brémond. "UNIK: A Unified Framework for Real-world Skeleton-based Action Recognition." | [PDF]

  • Xile Shen,Zongqing Lu,Youcheng Zhang,Jing-Hao Xue. "Lane Line Detection based on Parallel Spatial Separation Convolution." | [PDF]

  • Madhu Kiran,Gnana Praveen Rajasekhar,Le Thanh Nguyen-Meidine,Soufiane Belharbi,Louis-Antoine Blais-Morin,Eric Granger. "Holistic Guidance for Occluded Person Re-Identification." | [PDF]

  • Chaitra Jambigi,Ruchit Rawal,Anirban Chakraborty. "MMD-ReID: A Simple but Effective Solution for Visible-Thermal Person ReID." | [PDF]

  • Subhabrata Choudhury,Iro Laina,Christian Rupprecht,Andrea Vedaldi. "The Curious Layperson: Fine-Grained Image Recognition without Expert Labels." | [PDF]

  • Niels Leadholm,Marcus Lewis,Subutai Ahmad. "Grid Cell Path Integration For Movement-Based Visual Object Recognition." | [PDF]

  • Kai Wang,Xialei Liu,Luis Herranz,Joost van de Weijer. "HCV: Hierarchy-Consistency Verification for Incremental Implicitly-Refined Classification." | [PDF]

  • Jonghyun Kim,Gen Li,Cheolkon Jung,Joongkyu Kim. "SuperStyleNet: Deep Image Synthesis with Superpixel Based Style Encoder." | [PDF]

  • Tobias Ringwald,Rainer Stiefelhagen. "UBR²S: Uncertainty-Based Resampling and Reweighting Strategy for Unsupervised Domain Adaptation." | [PDF]

  • Amin Banitalebi-Dehkordi,Yong Zhang. "Repaint: Improving the Generalization of Down-Stream Visual Tasks by Generating Multiple Instances of Training Examples." | [PDF]

  • Vivien Sainte Fare Garnot,Loïc Landrieu. "Leveraging Class Hierarchies with Metric-Guided Prototype Learning." | [PDF]

  • Xiao Liu,Spyridon Thermos,Gabriele Valvano,Agisilaos Chartsias,Alison Q. O'Neil,Sotirios A. Tsaftaris. "Measuring the Biases and Effectiveness of Content-Style Disentanglement." | [PDF]

  • Yao-Hui Huang,Jun-Wei Hsieh,Ming-Ching Chang,Lipeng Ke,Siwei Lyu,Arpita Samanta Santra. "Multi-Teacher Single-Student Visual Transformer with Multi-Level Attention for Face Spoofing Detection." | [PDF]

  • Linglan Zhao,Dashan Guo,Yunlu Xu,Liang Qiao,Zhanzhan Cheng,Shiliang Pu,Yi Niu,Xiangzhong Fang. "A Strong Baseline for Semi-Supervised Incremental Few-Shot Learning." | [PDF]

  • Dong-Jin Kim,Jae-Won Cho,Jinsoo Choi,Yunjae Jung,In So Kweon. "Single-Modal Entropy based Active Learning for Visual Question Answering." | [PDF]

  • Ziqi Zhang,Yuexiang Li,Hongxin Wei,Kai Ma,Tao Xu,Yefeng Zheng. "Alleviating Noisy-label Effects in Image Classification via Probability Transition Matrix." | [PDF]

  • Jong-Chyi Su,Subhransu Maji. "Semi-Supervised Learning with Taxonomic Labels." | [PDF]

  • William Thong,Cees Snoek. "Feature and Label Embedding Spaces Matter in Addressing Image Classifier Bias." | [PDF]

  • Adrian Bulat,Jean Kossaifi,Sourav Bhattacharya,Yannis Panagakis,Timothy M. Hospedales,Georgios Tzimiropoulos,Nicholas D. Lane,Maja Pantic. "Defensive Tensorization." | [PDF]

  • Dubok Park. "Two-directional Image Retargeting with Region-Aware Texture Enhancement." | [PDF]

  • Shun Lu,Yu Hu,Longxing Yang,Zihao Sun,Jilin Mei,Yiming Zeng,Xiaowei Li. "DU-DARTS: Decreasing the Uncertainty of Differentiable Architecture Search." | [PDF]

  • Sungwon Hwang,Hyungtae Lim,Hyun Myung. "Equivariance-bridged SO(2)-Invariant Representation Learning using Graph Convolutional Network." | [PDF]

  • David Marwood,Shumeet Baluja. "Contextual Convolution Blocks." | [PDF]

  • Wenjie Chang,Yueyi Zhang,Zhiwei Xiong. "Transformer-based Monocular Depth Estimation with Attention Supervision." | [PDF]

  • Samrudhdhi B. Rangrej,James J. Clark. "A Probabilistic Hard Attention Model For Sequentially Observed Scenes." | [PDF]

  • Sruthi Sudhakar,Viraj Prabhu,Arvindkumar Krishnakumar,Judy Hoffman. "Mitigating Bias in Visual Transformers via Targeted Alignment." | [PDF]

  • Tan Yu,Xu Li,Yunfeng Cai,Mingming Sun,Ping Li. "Rethinking Token-Mixing MLP for MLP-based Vision Backbone." | [PDF]

  • Chaoqin Huang,Fei Ye,Peisen Zhao,Ya Zhang,Yan-Feng Wang,Qi Tian. "ESAD: End-to-end Semi-supervised Anomaly Detection." | [PDF]

  • Huaijin Pi,Huiyu Wang,Yingwei Li,Zizhang Li,Alan L. Yuille. "Searching for TrioNet: Combining Convolution with Local and Global Self-Attention." | [PDF]

  • Sia Huat Tan,Runpei Dong,Kaisheng Ma. "Multi-Glimpse Network: A Robust and Efficient Classification Architecture based on Recurrent Downsampled Attention." | [PDF]

  • Arvindkumar Krishnakumar,Viraj Prabhu,Sruthi Sudhakar,Judy Hoffman. "UDIS: Unsupervised Discovery of Bias in Deep Visual Recognition Models." | [PDF]

  • Bo Zhang,Li Niu,Liqing Zhang. "Image Composition Assessment with Saliency-augmented Multi-pattern Pooling." | [PDF]

  • Jiachen Sun,Karl Koenig,Yulong Cao,Qi Alfred Chen,Zhuoqing Morley Mao. "On Adversarial Robustness of 3D Point Cloud Classification under Adaptive Attacks." | [PDF]

  • Xinyu Yang,Majid Mirmehdi,Tilo Burghardt. "Back to the Future: Cycle Encoding Prediction for Self-supervised Video Representation Learning." | [PDF]

  • Haojian Zhang,Yabin Zhang,Kui Jia,Lei Zhang. "Unsupervised Domain Adaptation of Black-Box Source Models." | [PDF]

  • Chang Nie,Huan Wang,Le Tian. "Adaptive Tensor Networks Decomposition." | [PDF]

  • Ziyun Cai,Tengfei Zhang,Xiao-Yuan Jing,Ling Shao. "Grand Unified Domain Adaptation." | [PDF]

  • Yao Rong,Wenjia Xu,Zeynep Akata,Enkelejda Kasneci. "Human Attention in Fine-grained Classification." | [PDF]

  • Xiaotian Yu,Zunlei Feng,Yuexuan Wang,Thomas Kwok To Li,Xiuming Zhang,Mingli Song. "Tendentious Noise-rectifying Framework for Pathological HCC Grading." | [PDF]

  • Mohamed Afham,Salman Khan,Muhammad Haris Khan,Muzammal Naseer,Fahad Shahbaz Khan. "Rich Semantics Improve Few-Shot Learning." | [PDF]

  • Emanuela Haller,Elena Burceanu,Marius Leordeanu. "Self-Supervised Learning in Multi-Task Graphs through Iterative Consensus Shift." | [PDF]

  • Hui Ye,Xiulong Yang,Martin Takác,Rajshekhar Sunderraman,Shihao Ji. "Improving Text-to-Image Synthesis Using Contrastive Learning." | [PDF]

  • Fabio Cermelli,Massimiliano Mancini,Yongqin Xian,Zeynep Akata,Barbara Caputo. "Prototype-based Incremental Few-Shot Segmentation." | [PDF]

  • Xiang Li,Shihao Ji. "Generative Dynamic Patch Attack." | [PDF]

  • Mohammad Akbari,Amin Banitalebi-Dehkordi,Yong Zhang. "EBJR: Energy-Based Joint Reasoning for Adaptive Inference." | [PDF]

  • Gianni Franchi,Nacim Belkhir,Mai Lan Ha,Yufei Hu,Andrei Bursuc,Volker Blanz,Angela Yao. "Robust Semantic Segmentation with Superpixel-Mix." | [PDF]

  • Thomas Hartley,Kirill A. Sidorov,Christopher Willis,A. David Marshall. "Jitter-CAM: Improving the Spatial Resolution of CAM-Based Explanations." | [PDF]

  • Jianbo Jiao,João F. Henriques. "Quantised Transforming Auto-Encoders: Achieving Equivariance to Arbitrary Transformations in Deep Networks." | [PDF]

  • Zipeng Xu,Fandong Meng,Xiaojie Wang,Duo Zheng,Chenxu Lv,Jie Zhou. "Modeling Explicit Concerning States for Reinforcement Learning in Visual Dialogue." | [PDF]

  • Hyeokjun Choe,Byunggook Na,Jisoo Mok,Sungroh Yoon. "Variance-stationary Differentiable NAS." | [PDF]

  • Yingying Jiang,Zhuoxin Gan,Ke Lin,Yong A. "AttNAS: Searching Attentions for Lightweight Semantic Segmentation." | [PDF]

  • Yiwen Li,Gratianus Wesley Putra Data,Yunguan Fu,Yipeng Hu,Victor Adrian Prisacariu. "Few-shot Semantic Segmentation with Self-supervision from Pseudo-classes." | [PDF]

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