Machine Learning

Bootstrapping Language Models with DPO Implicit Rewards ICLR 2025 Bootstrapping Self-Improvement of Language Model Programs for Zero-Shot Schema Matching ICML 2025 Bootstrap Your Own Views: Masked Ego-Exo Modeling for Fine-grained View-invariant Video Representations CVPR 2025 Borrowing Eyes for the Blind Spot: Overcoming Data Scarcity in Malicious Video Detection via Cross-Domain Retrieval Augmentation ICCV 2025 Borrowing From the Future: Enhancing Early Risk Assessment through Contrastive Learning MLHC 2025 BOSE: A Systematic Evaluation Method Optimized for Base Models ACL 2025 Both Supply and Precision: Sample Debias and Ranking Consistency Joint Learning for Large Scale Pre-Ranking System AAAI 2025 Both Text and Images Leaked! A Systematic Analysis of Data Contamination in Multimodal LLM EMNLP 2025 BottleHumor: Self-Informed Humor Explanation using the Information Bottleneck Principle ACL 2025 Boundary Matters: Leveraging Structured Text Plots for Long Text Outline Generation EMNLP 2025 Boundary Probing for Input Privacy Protection When Using LMM Services ICCV 2025 Bounded Rationality Equilibrium Learning in Mean Field Games AAAI 2025 Bounds on L_p Errors in Density Ratio Estimation via f-Divergence Loss Functions ICLR 2025 BOUQuET : dataset, Benchmark and Open initiative for Universal Quality Evaluation in Translation EMNLP 2025 Boxi: Design Decisions in the Context of Algorithmic Performance for Robotics RSS 2025 BoxLM: Unifying Structures and Semantics of Medical Concepts for Diagnosis Prediction in Healthcare ICML 2025 BP-Modified Local Loss for Efficient Training of Deep Neural Networks ICLR 2025 BPO: Towards Balanced Preference Optimization between Knowledge Breadth and Depth in Alignment NAACL 2025 BPP-Search: Enhancing Tree of Thought Reasoning for Mathematical Modeling Problem Solving ACL 2025 BRACU_CL at BLP-2025 Task 2: CodeMist: A Transformer-Based Framework for Bangla Instruction-to-Code Generation AACL 2025 BrailleLLM: Braille Instruction Tuning with Large Language Models for Braille Domain Tasks EMNLP 2025 BrainACTIV: Identifying visuo-semantic properties driving cortical selectivity using diffusion-based image manipulation ICLR 2025 Brain Bandit: A Biologically Grounded Neural Network for Efficient Control of Exploration ICLR 2025 BrainGuard: Privacy-Preserving Multisubject Image Reconstructions from Brain Activities AAAI 2025 Brain-Inspired Spiking Neural Networks for Energy-Efficient Object Detection CVPR 2025