Foundation Models

Differential Mamba IJCNLP 2025 Differential Transformer ICLR 2025 DiffLM: Controllable Synthetic Data Generation via Diffusion Language Models ACL 2025 Diffusion Self-Distillation for Zero-Shot Customized Image Generation CVPR 2025 DiffusionVLA: Scaling Robot Foundation Models via Unified Diffusion and Autoregression ICML 2025 DINT Transformer EMNLP 2025 DioR: Adaptive Cognitive Detection and Contextual Retrieval Optimization for Dynamic Retrieval-Augmented Generation ACL 2025 Diorama: Unleashing Zero-shot Single-view 3D Indoor Scene Modeling ICCV 2025 Direct Value Optimization: Improving Chain-of-Thought Reasoning in LLMs with Refined Values EMNLP 2025 DiSciPLE: Learning Interpretable Programs for Scientific Visual Discovery CVPR 2025 DiscoveryBench: Towards Data-Driven Discovery with Large Language Models ICLR 2025 Discrete Minds in a Continuous World: Do Language Models Know Time Passes? EMNLP 2025 Disentangling Text and Math in Word Problems: Evidence for the Bidimensional Structure of Large Language Models’ Reasoning ACL 2025 Dissecting Logical Reasoning in LLMs: A Fine-Grained Evaluation and Supervision Study EMNLP 2025 Distance between Relevant Information Pieces Causes Bias in Long-Context LLMs ACL 2025 Distilling Multi-modal Large Language Models for Autonomous Driving CVPR 2025 Distilling Rule-based Knowledge into Large Language Models COLING 2025 Distributed Speculative Inference (DSI): Speculation Parallelism for Provably Faster Lossless Language Model Inference ICLR 2025 Distribution Prompting: Understanding the Expressivity of Language Models Through the Next-Token Distributions They Can Produce EMNLP 2025 Diverse Preference Learning for Capabilities and Alignment ICLR 2025 Diversity Explains Inference Scaling Laws: Through a Case Study of Minimum Bayes Risk Decoding ACL 2025 Divide-Then-Aggregate: An Efficient Tool Learning Method via Parallel Tool Invocation ACL 2025 Divide-Verify-Refine: Can LLMs Self-align with Complex Instructions? ACL 2025 DivLogicEval: A Framework for Benchmarking Logical Reasoning Evaluation in Large Language Models EMNLP 2025 DLRG at BHASHA: Task 1 (IndicGEC): A Hybrid Neurosymbolic Approach for Tamil and Malayalam Grammatical Error Correction AACL 2025