Papers
12094 papers
TMLR2025
One Pic is All it Takes: Poisoning Visual Document Retrieval Augmented Generation with a Single Image
Summary pending...
TMLR2025
PRISM: Diversifying Dataset Distillation by Decoupling Architectural Priors
Summary pending...
TMLR2025
CodePDE: An Inference Framework for LLM-driven PDE Solver Generation
Summary pending...
TMLR2025
AdaCubic: An Adaptive Cubic Regularization Optimizer for Deep Learning
Summary pending...
TMLR2025
Achieving Faster than O(1/t) Convergence in General Convex Federated Learning
Summary pending...
TMLR2025
ACDiT: Interpolating Autoregressive Conditional Modeling and Diffusion Transformer
Summary pending...
TMLR2025
Anytime Verified Agents: Adaptive Compute Allocation for Reliable LLM Reasoning under Budget Constraints
Summary pending...
TMLR2025
Collaborative QA using Interacting LLMs. Impact of Network Structure, Node Capability and Distributed Data.
Summary pending...
TMLR2025
LoRA-Ensemble: Efficient Uncertainty Modelling for Self-Attention Networks
Summary pending...
TMLR2025
Differentially Private and Scalable Estimation of the Network Principal Component
Summary pending...
TMLR2025
StethoLM: Audio Language Model for Cardiopulmonary Analysis Across Clinical Tasks
Summary pending...
TMLR2025
BiSSL: Enhancing the Alignment Between Self-Supervised Pretraining and Downstream Fine-Tuning via Bilevel Optimization
Summary pending...
TMLR2025
The Role of Feature Interactions in Graph-based Tabular Deep Learning
Summary pending...