Self-Supervised Learning

Audio Mamba: Selective State Spaces for Self-Supervised Audio Representations Interspeech 2024 Audio-Visual Segmentation via Unlabeled Frame Exploitation CVPR 2024 A Unified Self-Distillation Framework for Multimodal Sentiment Analysis with Uncertain Missing Modalities AAAI 2024 AVFF: Audio-Visual Feature Fusion for Video Deepfake Detection CVPR 2024 BEHAVIOR Vision Suite: Customizable Dataset Generation via Simulation CVPR 2024 BendVLM: Test-Time Debiasing of Vision-Language Embeddings NeurIPS 2024 Bi-Chainer: Automated Large Language Models Reasoning with Bidirectional Chaining ACL 2024 Bidirectional Multi-Scale Implicit Neural Representations for Image Deraining CVPR 2024 Bidirectional Recurrence for Cardiac Motion Tracking with Gaussian Process Latent Coding NeurIPS 2024 BIOSCAN-5M: A Multimodal Dataset for Insect Biodiversity NeurIPS 2024 Birdie: Advancing State Space Language Modeling with Dynamic Mixtures of Training Objectives EMNLP 2024 BirdSAT: Cross-View Contrastive Masked Autoencoders for Bird Species Classification and Mapping WACV 2024 bit2bit: 1-bit quanta video reconstruction via self-supervised photon prediction NeurIPS 2024 Blind Image Restoration via Fast Diffusion Inversion NeurIPS 2024 BLURD: Benchmarking and Learning using a Unified Rendering and Diffusion Model NeurIPS 2024 BoostAdapter: Improving Vision-Language Test-Time Adaptation via Regional Bootstrapping NeurIPS 2024 Boosting Spike Camera Image Reconstruction from a Perspective of Dealing with Spike Fluctuations CVPR 2024 Brain-JEPA: Brain Dynamics Foundation Model with Gradient Positioning and Spatiotemporal Masking NeurIPS 2024 Breaking Semantic Artifacts for Generalized AI-generated Image Detection NeurIPS 2024 Building a Strong Pre-Training Baseline for Universal 3D Large-Scale Perception CVPR 2024 Cambrian-1: A Fully Open, Vision-Centric Exploration of Multimodal LLMs NeurIPS 2024 CAMEL: CAusal Motion Enhancement Tailored for Lifting Text-driven Video Editing CVPR 2024 CA-SSLR: Condition-Aware Self-Supervised Learning Representation for Generalized Speech Processing NeurIPS 2024 Cell ontology guided transcriptome foundation model NeurIPS 2024 Chinese Spelling Corrector Is Just a Language Learner ACL 2024