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Foundation Models

4845 directly classified papers

Papers per year

Papers

Condor: Enhance LLM Alignment with Knowledge-Driven Data Synthesis and Refinement ACL 2025
TimelyMed: AI-Driven Clinical Course Attribution and Temporal Mapping for Psychiatric Medical Records IJCAI 2025
Table Understanding and (Multimodal) LLMs: A Cross-Domain Case Study on Scientific vs. Non-Scientific Data ACL 2025
Registering Source Tokens to Target Language Spaces in Multilingual Neural Machine Translation ACL 2025
Generative Co-Design of Antibody Sequences and Structures via Black-Box Guidance in a Shared Latent Space IJCAI 2025
Improving Visual and Downstream Performance of Low-Light Enhancer with Vision Foundation Models Collaboration CVPR 2025
Reversal of Thought: Enhancing Large Language Models with Preference-Guided Reverse Reasoning Warm-up ACL 2025
PhyT2V: LLM-Guided Iterative Self-Refinement for Physics-Grounded Text-to-Video Generation CVPR 2025
HeTa: Relation-wise Heterogeneous Graph Foundation Attack Model IJCAI 2025
KERL: Knowledge-Enhanced Personalized Recipe Recommendation using Large Language Models ACL 2025
Video-Bench: Human-Aligned Video Generation Benchmark CVPR 2025
Goku: Flow Based Video Generative Foundation Models CVPR 2025
Molmo and PixMo: Open Weights and Open Data for State-of-the-Art Vision-Language Models CVPR 2025
Cross-Document Event-Keyed Summarization ACL 2025
OSLoPrompt: Bridging Low-Supervision Challenges and Open-Set Domain Generalization in CLIP CVPR 2025
Dynamic Evaluation with Cognitive Reasoning for Multi-turn Safety of Large Language Models ACL 2025
EWMoE: An Effective Model for Global Weather Forecasting with Mixture-of-Experts AAAI 2025
Enhancing Generalizability in Molecular Conformation Generation with METRIZATION-Informed Geometric Diffusion Pretraining AAAI 2025
SAFIRE: Segment Any Forged Image Region AAAI 2025
Rethinking Open-Vocabulary Segmentation of Radiance Fields in 3D Space AAAI 2025
ReMoGPT: Part-Level Retrieval-Augmented Motion-Language Models AAAI 2025
Harnessing Language Model for Cross-Heterogeneity Graph Knowledge Transfer AAAI 2025
Sweeping Heterogeneity with Smart MoPs: Mixture of Prompts for LLM Task Adaptation AAAI 2025
Bootstrapping Heterogeneous Graph Representation Learning via Large Language Models: A Generalized Approach AAAI 2025
KAHAN: Knowledge-Augmented Hierarchical Analysis and Narration for Financial Data Narration EMNLP 2025