Representation Learning

Generative Modeling Reinvents Supervised Learning: Label Repurposing with Predictive Consistency Learning ICML 2025 Generative Music Models’ Alignment with Professional and Amateur Users’ Expectations ACL 2025 Generative Photomontage CVPR 2025 GenGO Ultra: an LLM-powered ACL Paper Explorer ACL 2025 GenHancer: Imperfect Generative Models are Secretly Strong Vision-Centric Enhancers ICCV 2025 GenM3: Generative Pretrained Multi-path Motion Model for Text Conditional Human Motion Generation ICCV 2025 GeoAggregator: An Efficient Transformer Model for Geo-Spatial Tabular Data AAAI 2025 GeoBEV: Learning Geometric BEV Representation for Multi-view 3D Object Detection AAAI 2025 GeoEdit: Geometric Knowledge Editing for Large Language Models EMNLP 2025 GeoILP: A Synthetic Dataset to Guide Large-Scale Rule Induction ICLR 2025 Geolocation Representation from Large Language Models Are Generic Enhancers for Spatio-Temporal Learning AAAI 2025 Geometric Operator Learning with Optimal Transport JMLR 2025 Geometric Representation Condition Improves Equivariant Molecule Generation ICML 2025 Geometric Signatures of Compositionality Across a Language Model’s Lifetime ACL 2025 Geometry in Style: 3D Stylization via Surface Normal Deformation CVPR 2025 Geometry of Long-Tailed Representation Learning: Rebalancing Features for Skewed Distributions ICLR 2025 Geometry of Neural Reinforcement Learning in Continuous State and Action Spaces ICLR 2025 Ges3ViG : Incorporating Pointing Gestures into Language-Based 3D Visual Grounding for Embodied Reference Understanding CVPR 2025 GeSubNet: Gene Interaction Inference for Disease Subtype Network Generation ICLR 2025 GETMusic: Generating Music Tracks with a Unified Representation and Diffusion Framework IJCAI 2025 GEXIA: Granularity Expansion and Iterative Approximation for Scalable Multi-Grained Video-Language Learning WACV 2025 GG-SSMs: Graph-Generating State Space Models CVPR 2025 GIIFT: Graph-guided Inductive Image-free Multimodal Machine Translation EMNLP 2025 GIM: A Million-scale Benchmark for Generative Image Manipulation Detection and Localization AAAI 2025 GLAD: Improving Latent Graph Generative Modeling with Simple Quantization AAAI 2025