Self-Supervised Learning

DeGauss: Dynamic-Static Decomposition with Gaussian Splatting for Distractor-free 3D Reconstruction ICCV 2025 Deliberate Reasoning in Language Models as Structure-Aware Planning with an Accurate World Model ACL 2025 Demonstrating Multi-Suction Item Picking at Scale via Multi-Modal Learning of Pick Success RSS 2025 DEMO: Reframing Dialogue Interaction with Fine-grained Element Modeling ACL 2025 DemoSpeedup: Accelerating Visuomotor Policies via Entropy-Guided Demonstration Acceleration CoRL 2025 Denoising Diffusion Models are Good General Gaze Feature Learners IJCAI 2025 Denoising with a Joint-Embedding Predictive Architecture ICLR 2025 Depth Any Video with Scalable Synthetic Data ICLR 2025 DERI: Cross-Modal ECG Representation Learning with Deep ECG-Report Interaction IJCAI 2025 Designing Mechanical Meta-Materials by Learning Equivariant Flows ICLR 2025 Design Principles of Multi-Scale J-Invariant Networks for Self-Supervised Image Denoising WACV 2025 Dexonomy: Synthesizing All Dexterous Grasp Types in a Grasp Taxonomy RSS 2025 DexWild: Dexterous Human Interactions for In-the-Wild Robot Policies RSS 2025 DFLOW: Diverse Dialogue Flow Simulation with Large Language Models ACL 2025 DFM: Differentiable Feature Matching for Anomaly Detection CVPR 2025 DGL: Dynamic Global-Local Information Aggregation for Scalable VRP Generalization with Self-Improvement Learning IJCAI 2025 DG-Mamba: Robust and Efficient Dynamic Graph Structure Learning with Selective State Space Models AAAI 2025 Dialogue Is Not Enough to Make a Communicative BabyLM (But Neither Is Developmentally Inspired Reinforcement Learning) EMNLP 2025 DiffECG: Diffusion Model-Powered Label-Efficient and Personalized Arrhythmia Diagnosis IJCAI 2025 Differentiable Prompt Learning for Vision Language Models IJCAI 2025 Differentiable Rule Induction from Raw Sequence Inputs ICLR 2025 Difficulty Diversity and Plausibility: Dynamic Data-Free Quantization WACV 2025 Diff-Prompt: Diffusion-Driven Prompt Generator with Mask Supervision ICLR 2025 DiffSQL: Leveraging Diffusion Model for Zero-Shot Self-Supervised Monocular Depth Estimation IJCAI 2025 Diffuse&Refine: Intrinsic Knowledge Generation and Aggregation for Incremental Object Detection IJCAI 2025