Self-Supervised Learning

BEST: BERT Pre-training for Sign Language Recognition with Coupling Tokenization AAAI 2023 Best of Both Worlds: Multimodal Contrastive Learning With Tabular and Imaging Data CVPR 2023 Beyond Appearance: A Semantic Controllable Self-Supervised Learning Framework for Human-Centric Visual Tasks CVPR 2023 Beyond Contrastive Learning: A Variational Generative Model for Multilingual Retrieval ACL 2023 Beyond Pretrained Features: Noisy Image Modeling Provides Adversarial Defense NeurIPS 2023 Biased Self-supervised Learning for ASR Interspeech 2023 BKinD-3D: Self-Supervised 3D Keypoint Discovery From Multi-View Videos CVPR 2023 Blind Video Deflickering by Neural Filtering With a Flawed Atlas CVPR 2023 Boosting Whole Slide Image Classification from the Perspectives of Distribution, Correlation and Magnification ICCV 2023 Bootstrapping Objectness From Videos by Relaxed Common Fate and Visual Grouping CVPR 2023 BoxTeacher: Exploring High-Quality Pseudo Labels for Weakly Supervised Instance Segmentation CVPR 2023 Building3D: A Urban-Scale Dataset and Benchmarks for Learning Roof Structures from Point Clouds ICCV 2023 CALIP: Zero-Shot Enhancement of CLIP with Parameter-Free Attention AAAI 2023 Canonical Fields: Self-Supervised Learning of Pose-Canonicalized Neural Fields CVPR 2023 Cap4Video: What Can Auxiliary Captions Do for Text-Video Retrieval? CVPR 2023 Causal interventions expose implicit situation models for commonsense language understanding ACL 2023 Chain of Thought Prompting Elicits Knowledge Augmentation ACL 2023 Change-Aware Sampling and Contrastive Learning for Satellite Images CVPR 2023 Chinese Lexical Substitution: Dataset and Method EMNLP 2023 CIRCLE: Capture in Rich Contextual Environments CVPR 2023 ClimaX: A foundation model for weather and climate ICML 2023 CoBERT: Self-Supervised Speech Representation Learning Through Code Representation Learning Interspeech 2023 CoMAE: Single Model Hybrid Pre-training on Small-Scale RGB-D Datasets AAAI 2023 Combating Bilateral Edge Noise for Robust Link Prediction NeurIPS 2023 CoMFormer: Continual Learning in Semantic and Panoptic Segmentation CVPR 2023