Self-Supervised Learning

DUEL: Duplicate Elimination on Active Memory for Self-Supervised Class-Imbalanced Learning AAAI 2024 Du-IN: Discrete units-guided mask modeling for decoding speech from Intracranial Neural signals NeurIPS 2024 Dynamic against Dynamic: An Open-Set Self-Learning Framework IJCAI 2024 Dynamicity-aware Social Bot Detection with Dynamic Graph Transformers IJCAI 2024 Dynamic Rescaling for Training GNNs NeurIPS 2024 Dynamics of Supervised and Reinforcement Learning in the Non-Linear Perceptron NeurIPS 2024 Dynamic Weighted Graph Fusion for Deep Multi-View Clustering IJCAI 2024 DynaMo: In-Domain Dynamics Pretraining for Visuo-Motor Control NeurIPS 2024 E3M: Zero-Shot Spatio-Temporal Video Grounding with Expectation-Maximization Multimodal Modulation ECCV 2024 EAGLE: Eigen Aggregation Learning for Object-Centric Unsupervised Semantic Segmentation CVPR 2024 Earthfarsser: Versatile Spatio-Temporal Dynamical Systems Modeling in One Model AAAI 2024 EAT: Self-Supervised Pre-Training with Efficient Audio Transformer IJCAI 2024 EchoPrompt: Instructing the Model to Rephrase Queries for Improved In-context Learning NAACL 2024 EEGPT: Pretrained Transformer for Universal and Reliable Representation of EEG Signals NeurIPS 2024 EEVR: A Dataset of Paired Physiological Signals and Textual Descriptions for Joint Emotion Representation Learning NeurIPS 2024 Effective Synthetic Data and Test-Time Adaptation for OCR Correction EMNLP 2024 Efficient Availability Attacks against Supervised and Contrastive Learning Simultaneously NeurIPS 2024 Efficient Dynamic Hard Negative Sampling for Dialogue Selection ACL 2024 Efficient imitation learning with conservative world models L4DC 2024 Efficiently Learning One-Hidden-Layer ReLU Networks via SchurPolynomials COLT 2024 Efficient Target Propagation by Deriving Analytical Solution AAAI 2024 EffiLearner: Enhancing Efficiency of Generated Code via Self-Optimization NeurIPS 2024 EFFUSE: Efficient Self-Supervised Feature Fusion for E2E ASR in Low Resource and Multilingual Scenarios Interspeech 2024 EgoExoLearn: A Dataset for Bridging Asynchronous Ego- and Exo-centric View of Procedural Activities in Real World CVPR 2024 EGonc : Energy-based Open-Set Node Classification with substitute Unknowns NeurIPS 2024