Papers
12094 papers
TMLR2025
Choose Your Model Size: Any Compression of Large Language Models Without Re-Computation
Summary pending...
TMLR2025
Generalized Orders of Magnitude for Scalable, Parallel, High-Dynamic-Range Computation
Summary pending...
TMLR2025
Distributed Hierarchical Decomposition Framework for Multimodal Timeseries Prediction
Summary pending...
TMLR2025
Step-Controlled DPO: Leveraging Stepwise Errors for Enhancing Mathematical Reasoning of Language Models
Summary pending...
TMLR2025
Neural ODE and SDE Models for Adaptation and Planning in Model-Based Reinforcement Learning
Summary pending...
TMLR2025
SpidR: Learning Fast and Stable Linguistic Units for Spoken Language Models Without Supervision
Summary pending...
TMLR2025
Learning few-step posterior samplers by unfolding and distillation of diffusion models
Summary pending...
TMLR2025
Mean-Field RL for Large-Scale Unit-Capacity Pickup-and-Delivery Problems
Summary pending...
TMLR2025
An Evolutionary Algorithm for Black-Box Adversarial Attack Against Explainable Methods
Summary pending...
TMLR2025
AutoTrust: Benchmarking Trustworthiness in Large Vision Language Models for Autonomous Driving
Summary pending...
TMLR2025
CoCoIns: Consistent Subject Generation via Contrastive Instantiated Concepts
Summary pending...
TMLR2025
Enhancing Semantic Segmentation with Continual Self-Supervised Pre-training
Summary pending...
TMLR2025
TicketLLM: Next-Generation Sparse and Low-bit Transformers with Supermask-based Method
Summary pending...
TMLR2025
Unlocking the matrix form of the Quaternion Fourier Transform and Quaternion Convolution: Properties, connections, and application to Lipschitz constant bounding
Summary pending...