Papers
12094 papers
ICLR2025
When does compositional structure yield compositional generalization? A kernel theory.
Summary pending...
compositional generalizationrule learningkernel regression
ICLR2025
Object-Centric Pretraining via Target Encoder Bootstrapping
Summary pending...
Object-centric learningbootstrappingself-supervised pretraining
ICLR2025
Empowering Users in Digital Privacy Management through Interactive LLM-Based Agents
Summary pending...
LLMAgentUsable Privacy Policies
ICLR2025
Learning to Discover Regulatory Elements for Gene Expression Prediction
Summary pending...
Gene ExpressionDeep LearningSequence Modeling
ICLR2025
Rapidly Adapting Policies to the Real-World via Simulation-Guided Fine-Tuning
Summary pending...
Robot LearningReinforcement LearningFine-Tuning
ICLR2025
What Matters in Learning from Large-Scale Datasets for Robot Manipulation
Summary pending...
imitation learningroboticsdataset composition
ICLR2025
Global Convergence of Policy Gradient in Average Reward MDPs
Summary pending...
Policy GradientReinforcement LearningAverage Reward MDPs
ICLR2025
Human-inspired Episodic Memory for Infinite Context LLMs
Summary pending...
large language modelslong contextretrieval
ICLR2025
Lossy Compression with Pretrained Diffusion Models
Summary pending...
CompressionStable DiffusionFlux
ICLR2025
Estimating the Probabilities of Rare Outputs in Language Models
Summary pending...
low probabilitiesadversarial trainingimportance sampling
ICLR2025
ClimaQA: An Automated Evaluation Framework for Climate Question Answering Models
Summary pending...
Climate BenchmarkScientific Foundation ModelsScientific Question Answering
ICLR2025
Benign Overfitting in Out-of-Distribution Generalization of Linear Models
Summary pending...
Over-parameterizationbenign overfittingOOD generalization
ICLR2025
Locality Alignment Improves Vision-Language Models
Summary pending...
Multimodal language modelsvision-language modelslocality
ICLR2025
Solving hidden monotone variational inequalities with surrogate losses
Summary pending...
Variational InequalityOptimizationSurrogate
ICLR2025
NeSyC: A Neuro-symbolic Continual Learner For Complex Embodied Tasks In Open Domains
Summary pending...
Embodied AINeuro-symbolic AI
ICLR2025
Risk-Sensitive Variational Actor-Critic: A Model-Based Approach
Summary pending...
reinforcement learningvariational inferencerisk sensitive RL
ICLR2025
ORSO: Accelerating Reward Design via Online Reward Selection and Policy Optimization
Summary pending...
Reinforcement LearningReward DesignReward Selection
ICLR2025
No Need to Talk: Asynchronous Mixture of Language Models
Summary pending...
language modelsdistributed learningdivide and conquer
ICLR2025
Beyond-Expert Performance with Limited Demonstrations: Efficient Imitation Learning with Double Exploration
Summary pending...
Optimistic explorationCuriosityImitation learning