Foundation Models

Spurious Feature Eraser: Stabilizing Test-Time Adaptation for Vision-Language Foundation Model AAAI 2025 STAFF: Speculative Coreset Selection for Task-Specific Fine-tuning ICLR 2025 Standardizing the Measurement of Text Diversity: A Tool and Comparative Analysis IJCNLP 2025 StarVector: Generating Scalable Vector Graphics Code from Images and Text AAAI 2025 StarVector: Generating Scalable Vector Graphics Code from Images and Text CVPR 2025 Steady Progress Beats Stagnation: Mutual Aid of Foundation and Conventional Models in Mixed Domain Semi-Supervised Medical Image Segmentation CVPR 2025 Steering Language Models in Multi-Token Generation: A Case Study on Tense and Aspect EMNLP 2025 Steering Protein Language Models ICML 2025 STEM-LTS: Integrating Semantic-Temporal Dynamics in LLM-driven Time Series Analysis AAAI 2025 STEM-POM: Evaluating Language Models Math-Symbol Reasoning in Document Parsing ACL 2025 Step Guided Reasoning: Improving Mathematical Reasoning using Guidance Generation and Step Reasoning EMNLP 2025 Step-level Verifier-guided Hybrid Test-Time Scaling for Large Language Models EMNLP 2025 StepSearch: Igniting LLMs Search Ability via Step-Wise Proximal Policy Optimization EMNLP 2025 STEP: Staged Parameter-Efficient Pre-training for Large Language Models NAACL 2025 Stereo Anywhere: Robust Zero-Shot Deep Stereo Matching Even Where Either Stereo or Mono Fail CVPR 2025 S*: Test Time Scaling for Code Generation EMNLP 2025 Sticker-TTS: Learn to Utilize Historical Experience with a Sticker-driven Test-Time Scaling Framework EMNLP 2025 STLSP: Integrating Structure and Text with Large Language Models for Link Sign Prediction of Networks IJCAI 2025 STORM-BORN: A Challenging Mathematical Derivations Dataset Curated via a Human-in-the-Loop Multi-Agent Framework ACL 2025 StoryGPT-V: Large Language Models as Consistent Story Visualizers CVPR 2025 StoryWeaver: A Unified World Model for Knowledge-Enhanced Story Character Customization AAAI 2025 Stream Aligner: Efficient Sentence-Level Alignment via Distribution Induction AAAI 2025 Street Gaussians without 3D Object Tracker ICCV 2025 StressPrompt: Does Stress Impact Large Language Models and Human Performance Similarly? AAAI 2025 Stress-Testing Multimodal Foundation Models for Crystallographic Reasoning ACL 2025