Machine Learning

G-Sim: Generative Simulations with Large Language Models and Gradient-Free Calibration ICML 2025 GSM-$∞$: How Do your LLMs Behave over Infinitely Increasing Reasoning Complexity and Context Length? ICML 2025 GSM-Symbolic: Understanding the Limitations of Mathematical Reasoning in Large Language Models ICLR 2025 gsplat: An Open-Source Library for Gaussian Splatting JMLR 2025 GSQ-Tuning: Group-Shared Exponents Integer in Fully Quantized Training for LLMs On-Device Fine-tuning ACL 2025 GSRecon: Efficient Generalizable Gaussian Splatting for Surface Reconstruction from Sparse Views ICCV 2025 GTA-HDR: A Large-Scale Synthetic Dataset for HDR Image Reconstruction WACV 2025 GTA: Supervised-Guided Reinforcement Learning for Text Classification with Large Language Models EMNLP 2025 GTA: Towards Generative Text-To-Audio Retrieval via Multi-Scale Tokenizer Interspeech 2025 GTG: Generalizable Trajectory Generation Model for Urban Mobility AAAI 2025 GT-Loc: Unifying When and Where in Images Through a Joint Embedding Space ICCV 2025 GT-Mean Loss: A Simple Yet Effective Solution for Brightness Mismatch in Low-Light Image Enhancement ICCV 2025 GT-NLP at SemEval-2025 Task 11: EmoRationale, Evidence-Based Emotion Detection via Retrieval-Augmented Generation SemEval 2025 GTR: A General, Multi-View, and Dynamic Framework for Trajectory Representation Learning ICML 2025 GTR: Guided Thought Reinforcement Prevents Thought Collapse in RL-based VLM Agent Training ICCV 2025 Guaranteed Generation from Large Language Models ICLR 2025 Guaranteed Guess: A Language Modeling Approach for CISC-to-RISC Transpilation with Testing Guarantees EMNLP 2025 Guaranteed Prediction Sets for Functional Surrogate Models UAI 2025 Guaranteeing Out-Of-Distribution Detection in Deep RL via Transition Estimation AAAI 2025 Guarantees of a Preconditioned Subgradient Algorithm for Overparameterized Asymmetric Low-rank Matrix Recovery ICML 2025 Guardian of the Ensembles: Introducing Pairwise Adversarially Robust Loss for Resisting Adversarial Attacks in DNN Ensembles WACV 2025 Guardians of Image Quality: Benchmarking Defenses Against Adversarial Attacks on Image Quality Metrics ICML 2025 Guardrails and Security for LLMs: Safe, Secure and Controllable Steering of LLM Applications ACL 2025 Guardrails, not Guidance: Understanding Responses to LGBTQ+ Language in Large Language Models NAACL 2025 GuessArena: Guess Who I Am? A Self-Adaptive Framework for Evaluating LLMs in Domain-Specific Knowledge and Reasoning ACL 2025