Papers
12094 papers
ICLR2025
Fictitious Synthetic Data Can Improve LLM Factuality via Prerequisite Learning
Summary pending...
Hallucinationsinstruction-tuning
ICLR2025
Provence: efficient and robust context pruning for retrieval-augmented generation
Summary pending...
retrieval-augmented generationcontext pruningquestion answering
ICLR2025
Test-time Adaptation for Cross-modal Retrieval with Query Shift
Summary pending...
Test-time adaptationCross-modal retrievalQuery shift
ICLR2025
Instant Policy: In-Context Imitation Learning via Graph Diffusion
Summary pending...
In-context Imitation LearningRobotic ManipulationGraph Neural Networks
ICLR2025
MGCFNN: A Neural MultiGrid Solver with Novel Fourier Neural Network for High Wave Number Helmholtz Equations
Summary pending...
neural multigrid solverFourier transformHelmholtz equations
ICLR2025
ReCogLab: a framework testing relational reasoning & cognitive hypotheses on LLMs
Summary pending...
Congitive ScienceLarge Language ModelsDatasets
ICLR2025
Action abstractions for amortized sampling
Summary pending...
GFlowNetsamortized samplershierarchical planning
ICLR2025
Safety Representations for Safer Policy Learning
Summary pending...
Reinforcement LearningSafe ExplorationRepresentation Learning
ICLR2025
AndroidWorld: A Dynamic Benchmarking Environment for Autonomous Agents
Summary pending...
Computer ControlAutonomous AgentsLLMs
ICLR2025
How Learnable Grids Recover Fine Detail in Low Dimensions: A Neural Tangent Kernel Analysis of Multigrid Parametric Encodings
Summary pending...
neural tangent kernelcompute graphicsscientific computing
ICLR2025
AutoG: Towards automatic graph construction from tabular data
Summary pending...
Graph machine learningAutomatic data scienceApplications of large language models
ICLR2025
Decoupling Angles and Strength in Low-rank Adaptation
Summary pending...
parameter efficient finetuningtransfer learningcomputer vision
ICLR2025
Retri3D: 3D Neural Graphics Representation Retrieval
Summary pending...
Neural Graphics Representation; 3D Retrieval; Database
ICLR2025
Interaction Asymmetry: A General Principle for Learning Composable Abstractions
Summary pending...
disentanglementcompositional generalizationrepresentation learning
ICLR2025
dEBORA: Efficient Bilevel Optimization-based low-Rank Adaptation
Summary pending...
bilevel optimizationparameter efficient fine-tuninglow-rank
ICLR2025
Deconstructing What Makes a Good Optimizer for Autoregressive Language Models
Summary pending...
optimizationLLMslanguage models
ICLR2025
Brain-inspired $L_p$-Convolution benefits large kernels and aligns better with visual cortex
Summary pending...
Lp-ConvolutionReceptive FieldMultivariate p-generalized normal distribution
ICLR2025
Pangea: A Fully Open Multilingual Multimodal LLM for 39 Languages
Summary pending...
MultilingualMultimodalLLMs
ICLR2025
Can LLMs Really Learn to Translate a Low-Resource Language from One Grammar Book?
Summary pending...
llmstranslationlow-resource
ICLR2025
Exponential Topology-enabled Scalable Communication in Multi-agent Reinforcement Learning
Summary pending...
multi-agent reinforcement learningcommunication