Representation Learning

Simplex Constrained Sparse Optimization via Tail Screening JMLR 2025 SIMPL: Scalable and hassle-free optimisation of neural representations from behaviour ICLR 2025 SimShear: Sim-to-Real Shear-based Tactile Servoing CoRL 2025 Simulation-Free Hierarchical Latent Policy Planning for Proactive Dialogues AAAI 2025 S-INF: Towards Realistic Indoor Scene Synthesis via Scene Implicit Neural Field AAAI 2025 Single-View Graph Contrastive Learning with Soft Neighborhood Awareness AAAI 2025 SING: Spatial Context in Large Language Model for Next-Gen Wearables ICML 2025 SiReRAG: Indexing Similar and Related Information for Multihop Reasoning ICLR 2025 Size-Generalizable RNA Structure Evaluation by Exploring Hierarchical Geometries ICLR 2025 Skeleton-based Action Recognition with Non-linear Dependency Modeling and Hilbert-Schmidt Independence Criterion AAAI 2025 SketchAgent: Generating Structured Diagrams from Hand-Drawn Sketches IJCAI 2025 SketchDNN: Joint Continuous-Discrete Diffusion for CAD Sketch Generation ICML 2025 SketchFusion: Learning Universal Sketch Features through Fusing Foundation Models CVPR 2025 Sketch to Adapt: Fine-Tunable Sketches for Efficient LLM Adaptation ICML 2025 SKIM: Any-bit Quantization Pushing The Limits of Post-Training Quantization ICML 2025 SKOLR: Structured Koopman Operator Linear RNN for Time-Series Forecasting ICML 2025 SL2A-INR: Single-Layer Learnable Activation for Implicit Neural Representation ICCV 2025 SLiNT: Structure-aware Language Model with Injection and Contrastive Training for Knowledge Graph Completion EMNLP 2025 SLR-MVTC: Smooth Low-Rank Multi-View Tensor Clustering AAAI 2025 SMAFIRA Shared Task at the BioNLP’2025 Workshop: Assessing the Similarity of the Research Goal ACL 2025 Small Language Model Makes an Effective Long Text Extractor AAAI 2025 Small Language Models Also Work With Small Vocabularies: Probing the Linguistic Abilities of Grapheme- and Phoneme-Based Baby Llamas COLING 2025 Small Models, Big Results: Achieving Superior Intent Extraction through Decomposition EMNLP 2025 SmartCLIP: Modular Vision-language Alignment with Identification Guarantees CVPR 2025 SMEC:Rethinking Matryoshka Representation Learning for Retrieval Embedding Compression EMNLP 2025