Self-Supervised Learning

Brain-JEPA: Brain Dynamics Foundation Model with Gradient Positioning and Spatiotemporal Masking NeurIPS 2024 BrainLM: A foundation model for brain activity recordings ICLR 2024 Breaking Determinism: Fuzzy Modeling of Sequential Recommendation Using Discrete State Space Diffusion Model NeurIPS 2024 Bridge-IF: Learning Inverse Protein Folding with Markov Bridges NeurIPS 2024 Bridging Generalization Gaps in High Content Imaging Through Online Self-Supervised Domain Adaptation WACV 2024 Bridging Model-Based Optimization and Generative Modeling via Conservative Fine-Tuning of Diffusion Models NeurIPS 2024 Bridging Remote Sensors with Multisensor Geospatial Foundation Models CVPR 2024 Bridging State and History Representations: Understanding Self-Predictive RL ICLR 2024 CAD - Contextual Multi-Modal Alignment for Dynamic AVQA WACV 2024 Calibrated Self-Rewarding Vision Language Models NeurIPS 2024 CALICO: Self-Supervised Camera-LiDAR Contrastive Pre-training for BEV Perception ICLR 2024 CAMAL: A Novel Dataset for Multi-label Conversational Argument Move Analysis COLING 2024 Cambrian-1: A Fully Open, Vision-Centric Exploration of Multimodal LLMs NeurIPS 2024 CAMIL: Context-Aware Multiple Instance Learning for Cancer Detection and Subtyping in Whole Slide Images ICLR 2024 Can Language Models Learn to Skip Steps? NeurIPS 2024 Can Language Models Perform Robust Reasoning in Chain-of-thought Prompting with Noisy Rationales? NeurIPS 2024 Can LLMs Learn From Mistakes? An Empirical Study on Reasoning Tasks EMNLP 2024 Can you Remove the Downstream Model for Speaker Recognition with Self-Supervised Speech Features? Interspeech 2024 CAP: A Context-Aware Neural Predictor for NAS IJCAI 2024 CARE: A Clue-guided Assistant for CSRs to Read User Manuals ACL 2024 CARZero: Cross-Attention Alignment for Radiology Zero-Shot Classification CVPR 2024 CASE: Exploiting Intra-class Compactness and Inter-class Separability of Feature Embeddings for Out-of-Distribution Detection AAAI 2024 CA-SSLR: Condition-Aware Self-Supervised Learning Representation for Generalized Speech Processing NeurIPS 2024 Causal-CoG: A Causal-Effect Look at Context Generation for Boosting Multi-modal Language Models CVPR 2024 Causal Representation Learning Made Identifiable by Grouping of Observational Variables ICML 2024