Representation Learning

HOIMamba: Efficient Mamba-based Disentangled Progressive Learning for HOI Detection AAAI 2025 Holistic Semantic Representation for Navigational Trajectory Generation AAAI 2025 HomoMatcher: Achieving Dense Feature Matching with Semi-Dense Efficiency by Homography Estimation AAAI 2025 How Not to Stitch Representations to Measure Similarity: Task Loss Matching Versus Direct Matching AAAI 2025 HYFuse: Aligning Heterogeneous Speech Pre-Trained Representations in Hyperbolic Space for Speech Emotion Recognition Interspeech 2025 HYGENE: A Diffusion-Based Hypergraph Generation Method AAAI 2025 Hyperbolic Prototypical Entailment Cones for Image Classification AISTATS 2025 Hyperbolic Safety-Aware Vision-Language Models CVPR 2025 Hypergraph Clustering Network with Partial Attribute Imputation ICCV 2025 I0T: Embedding Standardization Method Towards Zero Modality Gap ACL 2025 ICE-T: Interactions-aware Cross-column Contrastive Embedding for Heterogeneous Tabular Datasets AAAI 2025 IDOL: Instant Photorealistic 3D Human Creation from a Single Image CVPR 2025 Imitation Learning Based on Disentangled Representation Learning of Behavioral Characteristics CoRL 2025 Impartial Multi-task Representation Learning via Variance-invariant Probabilistic Decoding ACL 2025 Improve Representation for Imbalanced Regression through Geometric Constraints CVPR 2025 Improving Continual Learning Performance and Efficiency with Auxiliary Classifiers ICML 2025 Improving Factuality in Large Language Models via Decoding-Time Hallucinatory and Truthful Comparators AAAI 2025 Improving Factuality with Explicit Working Memory ACL 2025 Improving Graph Contrastive Learning with Community Structure UAI 2025 Improving Pre-trained Self-Supervised Embeddings Through Effective Entropy Maximization AISTATS 2025 Improving Rule-based Reasoning in LLMs using Neurosymbolic Representations EMNLP 2025 Improving the Calibration of Confidence Scores in Text Generation Using the Output Distribution’s Characteristics ACL 2025 In2NeCT: Inter-class and Intra-class Neural Collapse Tuning for Semantic Segmentation of Imbalanced Remote Sensing Images AAAI 2025 Inceptive Transformers: Enhancing Contextual Representations through Multi-Scale Feature Learning Across Domains and Languages EMNLP 2025 Incomplete Modality Disentangled Representation for Ophthalmic Disease Grading and Diagnosis AAAI 2025