Self-Supervised Learning

Rethinking 360deg Image Visual Attention Modelling With Unsupervised Learning. ICCV 2021 Rethinking Denoised Auto-Encoding in Language Pre-Training EMNLP 2021 Rethinking Self-Supervised Correspondence Learning: A Video Frame-Level Similarity Perspective ICCV 2021 Retrieval, Analogy, and Composition: A framework for Compositional Generalization in Image Captioning EMNLP 2021 Revamping Cross-Modal Recipe Retrieval With Hierarchical Transformers and Self-Supervised Learning CVPR 2021 Revealing the Reciprocal Relations Between Self-Supervised Stereo and Monocular Depth Estimation ICCV 2021 Revisiting Contrastive Methods for Unsupervised Learning of Visual Representations NeurIPS 2021 Revisiting Point Cloud Shape Classification with a Simple and Effective Baseline ICML 2021 Revitalizing CNN Attention via Transformers in Self-Supervised Visual Representation Learning NeurIPS 2021 Robust Audio-Visual Instance Discrimination CVPR 2021 Robust Object Detection via Instance-Level Temporal Cycle Confusion ICCV 2021 Robust Retrieval Augmented Generation for Zero-shot Slot Filling EMNLP 2021 Robust wav2vec 2.0: Analyzing Domain Shift in Self-Supervised Pre-Training Interspeech 2021 RSPNet: Relative Speed Perception for Unsupervised Video Representation Learning AAAI 2021 Russian Paraphrasers: Paraphrase with Transformers EACL 2021 S2-BNN: Bridging the Gap Between Self-Supervised Real and 1-Bit Neural Networks via Guided Distribution Calibration CVPR 2021 S2VC: A Framework for Any-to-Any Voice Conversion with Self-Supervised Pretrained Representations Interspeech 2021 S4RL: Surprisingly Simple Self-Supervision for Offline Reinforcement Learning in Robotics CoRL 2021 SaccadeCam: Adaptive Visual Attention for Monocular Depth Sensing ICCV 2021 Safe Local Motion Planning With Self-Supervised Freespace Forecasting CVPR 2021 Safe Reinforcement Learning with Natural Language Constraints NeurIPS 2021 SALAD: Self-Assessment Learning for Action Detection WACV 2021 Saliency-Associated Object Tracking ICCV 2021 Sample Efficient Detection and Classification of Adversarial Attacks via Self-Supervised Embeddings ICCV 2021 Sample Elicitation AISTATS 2021