Title
Densely connected normalizing flowsNeural Information Processing Systems (NeurIPS), 2021 Matej Grcić Ivan Grubišić Sinisa Segvic TPM 270 64 0 08 Jun 2021
Scaling Vision TransformersComputer Vision and Pattern Recognition (CVPR), 2021 Xiaohua Zhai Alexander Kolesnikov N. Houlsby Lucas Beyer ViT 443 1,294 0 08 Jun 2021
Learning from Multiple Noisy Partial LabelersInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2021 Peilin Yu Tiffany Ding Stephen H. Bach NoLa 208 24 0 08 Jun 2021
Provably Robust Detection of Out-of-distribution Data (almost) for freeNeural Information Processing Systems (NeurIPS), 2021 Alexander Meinke Julian Bitterwolf Matthias Hein OODD 170 21 0 08 Jun 2021
Interpretable agent communication from scratch (with a generic visual processor emerging on the side)Neural Information Processing Systems (NeurIPS), 2021 Roberto Dessì Eugene Kharitonov Marco Baroni 193 29 0 08 Jun 2021
White Paper Assistance: A Step Forward Beyond the Shortcut Learning Xuan Cheng Tianshu Xie Xiaomin Wang Jiali Deng Minghui Liu Meilin Liu AAML 182 0 0 08 Jun 2021
Adversarial Semantic Hallucination for Domain Generalized Semantic SegmentationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2021 Gabriel Tjio Ping Liu Qiufeng Wang Rick Siow Mong Goh OOD 203 21 0 08 Jun 2021
Multi-dataset Pretraining: A Unified Model for Semantic Segmentation Bowen Shi Xiaopeng Zhang Haohang Xu Wenrui Dai Junni Zou H. Xiong Qi Tian 133 8 0 08 Jun 2021
Fully Transformer Networks for Semantic Image Segmentation Sitong Wu Tianyi Wu Fangjian Lin Sheng Tian Guodong Guo ViT 232 47 0 08 Jun 2021
Coarse-to-Fine Curriculum Learning Otilia Stretcu Emmanouil Antonios Platanios Tom Michael Mitchell Barnabas Poczos 127 12 0 08 Jun 2021
SpaceMeshLab: Spatial Context Memoization and Meshgrid Atrous Convolution Consensus for Semantic SegmentationInternational Conference on Information Photonics (ICIP), 2021 Taehun Kim Jinseong Kim Daijin Kim 83 1 0 08 Jun 2021
Uncertainty Baselines: Benchmarks for Uncertainty & Robustness in Deep Learning Zachary Nado Neil Band Mark Collier Josip Djolonga Michael W. Dusenberry ... D. Sculley Balaji Lakshminarayanan Jasper Snoek Y. Gal Dustin Tran UQCV ELM 294 107 0 07 Jun 2021
Double Descent and Other Interpolation Phenomena in GANs Lorenzo Luzi Yehuda Dar Richard Baraniuk 216 5 0 07 Jun 2021
How to Design a Three-Stage Architecture for Audio-Visual Active Speaker Detection in the WildIEEE International Conference on Computer Vision (ICCV), 2021 Okan Kopuklu Maja Taseska Gerhard Rigoll 3DV 222 56 0 07 Jun 2021
Shifting Transformation Learning for Out-of-Distribution Detection Sina Mohseni Arash Vahdat J. Yadawa OODD 214 8 0 07 Jun 2021
3DB: A Framework for Debugging Computer Vision ModelsNeural Information Processing Systems (NeurIPS), 2021 Guillaume Leclerc Hadi Salman Andrew Ilyas Sai H. Vemprala Logan Engstrom ... Pengchuan Zhang Shibani Santurkar Greg Yang Ashish Kapoor Aleksander Madry 197 44 0 07 Jun 2021
Enabling On-Device Self-Supervised Contrastive Learning With Selective Data ContrastDesign Automation Conference (DAC), 2021 Yawen Wu Zhepeng Wang Dewen Zeng Yiyu Shi Jingtong Hu SSL 155 28 0 07 Jun 2021
Efficient Training of Visual Transformers with Small DatasetsNeural Information Processing Systems (NeurIPS), 2021 Yahui Liu E. Sangineto Wei Bi Andrii Zadaianchuk Bruno Lepri Marco De Nadai ViT 168 212 0 07 Jun 2021
Making EfficientNet More Efficient: Exploring Batch-Independent Normalization, Group Convolutions and Reduced Resolution Training Dominic Masters A. Labatie Zach Eaton-Rosen Carlo Luschi 281 13 0 07 Jun 2021
EventDrop: data augmentation for event-based learningInternational Joint Conference on Artificial Intelligence (IJCAI), 2021 Fuqiang Gu Weicong Sng Xuke Hu Fei Yu 140 44 0 07 Jun 2021
Knowledge-aware Deep Framework for Collaborative Skin Lesion Segmentation and Melanoma RecognitionPattern Recognition (Pattern Recogn.), 2021 Xiaohong Wang Xudong Jiang Henghui Ding Yuqian Zhao Jun Liu 221 44 0 07 Jun 2021
Energy Aligning for Biased Models Bowen Zhao Chen Chen Qi Ju Shutao Xia 97 1 0 07 Jun 2021
Contextual Guided Segmentation Framework for Semi-supervised Video Instance SegmentationMachine Vision and Applications (MVA), 2021 Trung-Nghia Le Tam V. Nguyen M. Tran VOS 182 1 0 07 Jun 2021
Large-scale Unsupervised Semantic SegmentationIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021 Shangqi Gao Zhong-Yu Li Ming-Hsuan Yang Mingg-Ming Cheng Junwei Han Juil Sock UQCV 300 117 0 06 Jun 2021
CAPE: Encoding Relative Positions with Continuous Augmented Positional EmbeddingsNeural Information Processing Systems (NeurIPS), 2021 Tatiana Likhomanenko Qiantong Xu Gabriel Synnaeve R. Collobert A. Rogozhnikov OOD ViT 286 69 0 06 Jun 2021
MOC-GAN: Mixing Objects and Captions to Generate Realistic Images Tao Ma Yikang Li 90 0 0 06 Jun 2021
On Training Sample Memorization: Lessons from Benchmarking Generative Modeling with a Large-scale CompetitionKnowledge Discovery and Data Mining (KDD), 2021 C. Bai Hsuan-Tien Lin Colin Raffel Wendy Kan 121 40 0 06 Jun 2021
Real-Time Cognitive Evaluation of Online Learners through Automatically Generated QuestionsIEEE International Conference on Cognitive Informatics and Cognitive Computing (ICCICC), 2021 Ritu Gala Revathi Vijayaraghavan V. Nikam Arvind W. Kiwelekar 88 4 0 06 Jun 2021
Visual Search Asymmetry: Deep Nets and Humans Share Similar Inherent BiasesNeural Information Processing Systems (NeurIPS), 2021 Shashi Kant Gupta Mengmi Zhang Chia-Chien Wu J. Wolfe Gabriel Kreiman ObjD 126 22 0 05 Jun 2021
Integrating Auxiliary Information in Self-supervised Learning Yifan Hao Tianqi Li Weixin Liu Peiyuan Liao Ruslan Salakhutdinov Louis-Philippe Morency SSL 91 10 0 05 Jun 2021
Convolutional Neural Networks with Gated Recurrent ConnectionsIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021 Jianfeng Wang Xiaolin Hu ObjD 149 50 0 05 Jun 2021
Making CNNs Interpretable by Building Dynamic Sequential Decision Forests with Top-down Hierarchy Learning Yilin Wang Shaozuo Yu Xiaokang Yang Wei Shen 88 1 0 05 Jun 2021
T-Net: Deep Stacked Scale-Iteration Network for Image DehazingIEEE transactions on multimedia (IEEE Trans. Multimedia), 2021 Lirong Zheng Yanshan Li Kaihao Zhang Tong Lu 145 53 0 05 Jun 2021
Emergent Communication of GeneralizationsNeural Information Processing Systems (NeurIPS), 2021 Jesse Mu Noah D. Goodman AI4CE LLMAG 219 48 0 04 Jun 2021
A Procedural World Generation Framework for Systematic Evaluation of Continual Learning Timm Hess Martin Mundt Iuliia Pliushch Visvanathan Ramesh 145 7 0 04 Jun 2021
BR-NPA: A Non-Parametric High-Resolution Attention Model to improve the Interpretability of AttentionPattern Recognition (Pattern Recogn.), 2021 T. Gomez Suiyi Ling Thomas Fréour Harold Mouchère 323 5 0 04 Jun 2021
Hallucination In Object Detection -- A Study In Visual Part VerificationInternational Conference on Information Photonics (ICIP), 2021 O. Kayhan Bart Vredebregt Jan van Gemert 190 19 0 04 Jun 2021
SOLQ: Segmenting Objects by Learning QueriesNeural Information Processing Systems (NeurIPS), 2021 Bin Dong Fangao Zeng Tiancai Wang Xinming Zhang Yichen Wei ISeg 223 133 0 04 Jun 2021
F-Drop&Match: GANs with a Dead Zone in the High-Frequency DomainIEEE International Conference on Computer Vision (ICCV), 2021 Shin'ya Yamaguchi Sekitoshi Kanai 146 5 0 04 Jun 2021
Few-Shot Segmentation via Cycle-Consistent TransformerNeural Information Processing Systems (NeurIPS), 2021 Gengwei Zhang Guoliang Kang Yi Yang Yunchao Wei ViT 213 238 0 04 Jun 2021
X-volution: On the unification of convolution and self-attention Xuanhong Chen Hang Wang Bingbing Ni ViT 108 27 0 04 Jun 2021
Differentiable Architecture Search for Reinforcement Learning Yingjie Miao Xingyou Song John D. Co-Reyes Daiyi Peng Summer Yue E. Brevdo Aleksandra Faust 258 5 0 04 Jun 2021
A Little Robustness Goes a Long Way: Leveraging Robust Features for Targeted Transfer AttacksNeural Information Processing Systems (NeurIPS), 2021 Jacob Mitchell Springer Melanie Mitchell Garrett Kenyon AAML 253 49 0 03 Jun 2021
You Never Cluster AloneNeural Information Processing Systems (NeurIPS), 2021 Yuming Shen Ziyi Shen Menghan Wang Jie Qin Juil Sock Ling Shao SSL 221 56 0 03 Jun 2021
LLC: Accurate, Multi-purpose Learnt Low-dimensional Binary CodesNeural Information Processing Systems (NeurIPS), 2021 Aditya Kusupati Matthew Wallingford Vivek Ramanujan Raghav Somani J. S. Park Krishna Pillutla Prateek Jain Sham Kakade Ali Farhadi MQ OffRL 274 9 0 02 Jun 2021
Few-Shot Partial-Label LearningInternational Joint Conference on Artificial Intelligence (IJCAI), 2021 Yunfeng Zhao Guoxian Yu Lei Liu Zhongmin Yan Li-zhen Cui C. Domeniconi 92 4 0 02 Jun 2021
Self-supervised Lesion Change Detection and Localisation in Longitudinal Multiple Sclerosis Brain ImagingInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2021 Minh-Son To Ian G Sarno Chee Chong M. Jenkinson G. Carneiro MedIm 97 12 0 02 Jun 2021
You Only Look at One Sequence: Rethinking Transformer in Vision through Object DetectionNeural Information Processing Systems (NeurIPS), 2021 Yuxin Fang Bencheng Liao Xinggang Wang Jiemin Fang Jiyang Qi Rui Wu Jianwei Niu Wenyu Liu ViT 215 374 0 01 Jun 2021
Natural Statistics of Network Activations and Implications for Knowledge DistillationInternational Conference on Information Photonics (ICIP), 2021 Michael Rotman Lior Wolf 110 0 0 01 Jun 2021
Memory Wrap: a Data-Efficient and Interpretable Extension to Image Classification Models B. La Rosa Roberto Capobianco Daniele Nardi VLM 134 10 0 01 Jun 2021