Representation Learning

Fine-Grained Knowledge Selection and Restoration for Non-exemplar Class Incremental Learning AAAI 2024 Fine-Grained Modeling of Narrative Context: A Coherence Perspective via Retrospective Questions ACL 2024 Fine-Grained Prototypes Distillation for Few-Shot Object Detection AAAI 2024 FineMorphs: Affine-Diffeomorphic Sequences for Regression JMLR 2024 Fine-Tuning Graph Neural Networks by Preserving Graph Generative Patterns AAAI 2024 First Heuristic Then Rational: Dynamic Use of Heuristics in Language Model Reasoning EMNLP 2024 Fisher Flow Matching for Generative Modeling over Discrete Data NeurIPS 2024 Fit Like You Sample: Sample-Efficient Generalized Score Matching from Fast Mixing Diffusions COLT 2024 Flattening the Parent Bias: Hierarchical Semantic Segmentation in the Poincare Ball CVPR 2024 Flatten Long-Range Loss Landscapes for Cross-Domain Few-Shot Learning CVPR 2024 Flaws can be Applause: Unleashing Potential of Segmenting Ambiguous Objects in SAM NeurIPS 2024 FLDM-VTON: Faithful Latent Diffusion Model for Virtual Try-on IJCAI 2024 Flexible Context-Driven Sensory Processing in Dynamical Vision Models NeurIPS 2024 Flexible mapping of abstract domains by grid cells via self-supervised extraction and projection of generalized velocity signals NeurIPS 2024 Flex-MoE: Modeling Arbitrary Modality Combination via the Flexible Mixture-of-Experts NeurIPS 2024 FlexMol: A Flexible Toolkit for Benchmarking Molecular Relational Learning NeurIPS 2024 FlexSBDD: Structure-Based Drug Design with Flexible Protein Modeling NeurIPS 2024 FlowLLM: Flow Matching for Material Generation with Large Language Models as Base Distributions NeurIPS 2024 Flow Snapshot Neurons in Action: Deep Neural Networks Generalize to Biological Motion Perception NeurIPS 2024 FluentEditor: Text-based Speech Editing by Considering Acoustic and Prosody Consistency Interspeech 2024 FOCUS: Forging Originality through Contrastive Use in Self-Plagiarism for Language Models ACL 2024 Focus on the Whole Character: Discriminative Character Modeling for Scene Text Recognition IJCAI 2024 FORECAST2023: A Forecast and Reasoning Corpus of Argumentation Structures COLING 2024 Forecasting of 3D Whole-body Human Poses with Grasping Objects CVPR 2024 Forgetting, Ignorance or Myopia: Revisiting Key Challenges in Online Continual Learning NeurIPS 2024