Papers
12094 papers
TMLR2025
Topological Inductive Bias fosters Multiple Instance Learning in Data-Scarce Scenarios
Summary pending...
TMLR2025
AdaCubic: An Adaptive Cubic Regularization Optimizer for Deep Learning
Summary pending...
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
SURFACEBENCH: A Geometry-Aware Benchmark for Symbolic Surface Discovery
Summary pending...
TMLR2025
BrowserAgent: Building Web Agents with Human-Inspired Web Browsing Actions
Summary pending...
TMLR2025
UltraEdit: Training-, Subject-, and Memory-Free Lifelong Editing in Language Models
Summary pending...
TMLR2025
Large Language Models for Scientific Idea Generation: A Creativity-Centered Survey
Summary pending...
TMLR2025
Frictionless Hamiltonian Descent with Discretization and Parallel Optimization
Summary pending...
TMLR2025
From Euclidean to Graph-Structured Data: A Survey of Collaborative Learning
Summary pending...
TMLR2025
Towards Multimodal Active Learning: Efficient Learning with Limited Paired Data
Summary pending...
TMLR2025
Training speedups via batching for geometric learning: an analysis of static and dynamic algorithms
Summary pending...
TMLR2025
Quantile $Q$-Learning: Revisiting Offline Extreme $Q$-Learning with Quantile Regression
Summary pending...
TMLR2025
MIRA: Multi-view Information Retrieval with Adaptive Routing for Test-time Long-video Comprehension
Summary pending...
TMLR2025
CodePDE: An Inference Framework for LLM-driven PDE Solver Generation
Summary pending...
TMLR2025
TABASCO: A Fast, Simplified Model for Molecular Generation with Improved Physical Quality
Summary pending...
TMLR2025
Forgetting: A New Mechanism Towards Better Large Language Model Fine-tuning
Summary pending...
TMLR2025
Achieving Faster than O(1/t) Convergence in General Convex Federated Learning
Summary pending...