Representation Learning

Beyond Similarity: A Gradient-based Graph Method for Instruction Tuning Data Selection ACL 2025 Beyond single neurons: population response geometry in digital twins of mouse visual cortex ICLR 2025 Beyond Statistical Analysis: Multimodal Framework for Time Series Forecasting with LLM-Driven Temporal Pattern IJCAI 2025 Beyond the convexity assumption: Realistic tabular data generation under quantifier-free real linear constraints ICLR 2025 Beyond the Scientific Document: A Citation-Aware Multi-Granular Summarization Approach with Heterogeneous Graphs EMNLP 2025 Beyond Verbal Cues: Emotional Contagion Graph Network for Causal Emotion Entailment ACL 2025 BF-STVSR: B-Splines and Fourier---Best Friends for High Fidelity Spatial-Temporal Video Super-Resolution CVPR 2025 BiasEdit: Debiasing Stereotyped Language Models via Model Editing NAACL 2025 BI-Bench : A Comprehensive Benchmark Dataset and Unsupervised Evaluation for BI Systems ACL 2025 Bi-DiffCD: Bidirectional Diffusion Guided Collaborative Change Detection for Arbitrary-Modal Remote Sensing Images IJCAI 2025 Bi-Directional Multi-Scale Graph Dataset Condensation via Information Bottleneck AAAI 2025 BIG5-CHAT: Shaping LLM Personalities Through Training on Human-Grounded Data ACL 2025 BiGR: Harnessing Binary Latent Codes for Image Generation and Improved Visual Representation Capabilities ICLR 2025 BILE: An Effective Behavior-based Latent Exploration Scheme for Deep Reinforcement Learning IJCAI 2025 Bi-level Contrastive Learning for Knowledge-Enhanced Molecule Representations AAAI 2025 Bilevel Learning for Bilevel Planning RSS 2025 Bilinear MLPs enable weight-based mechanistic interpretability ICLR 2025 BiLoRA: Almost-Orthogonal Parameter Spaces for Continual Learning CVPR 2025 BioArtlas: Computational Clustering of Multi-Dimensional Complexity in Bioart NeurIPS 2025 Biological Sequence Kernels with Guaranteed Flexibility JMLR 2025 Bio-xLSTM: Generative modeling, representation and in-context learning of biological and chemical sequences ICLR 2025 Bitrate-Controlled Diffusion for Disentangling Motion and Content in Video ICCV 2025 Black Hole-Driven Identity Absorbing in Diffusion Models CVPR 2025 Blind Video Super-Resolution based on Implicit Kernels ICCV 2025 BOE-ViT: Boosting Orientation Estimation with Equivariance in Self-Supervised 3D Subtomogram Alignment CVPR 2025