Papers
12094 papers
ICLR2025
Do Mice Grok? Glimpses of Hidden Progress in Sensory Cortex
Summary pending...
neuroscience; representation learning; grokking; overtraining; cortex
ICLR2025
See It from My Perspective: How Language Affects Cultural Bias in Image Understanding
Summary pending...
vision-language modelsmultilingualitycultural bias
ICLR2025
Aligning Language Models with Demonstrated Feedback
Summary pending...
personalizationfew-shot learninghuman computer interaction
ICLR2025
Discrete GCBF Proximal Policy Optimization for Multi-agent Safe Optimal Control
Summary pending...
control barrier functionsmulti-agent systemsblack-box systems
ICLR2025
InvestESG: A multi-agent reinforcement learning benchmark for studying climate investment as a social dilemma
Summary pending...
multi-agent reinforcement learningclimate changeai for climate
ICLR2025
No Location Left Behind: Measuring and Improving the Fairness of Implicit Representations for Earth Data
Summary pending...
implicit neural representationsdatasetfairness in AI
ICLR2025
Efficient Diffusion Transformer Policies with Mixture of Expert Denoisers for Multitask Learning
Summary pending...
RoboticsImitation Learning
ICLR2025
Chemistry-Inspired Diffusion with Non-Differentiable Guidance
Summary pending...
guided diffusionai4sciencemolecule generation
ICLR2025
Wasserstein Distances, Neuronal Entanglement, and Sparsity
Summary pending...
PolysemanticityDisentanglementWasserstein Distance
ICLR2025
Capturing the Temporal Dependence of Training Data Influence
Summary pending...
data attribution
ICLR2025
Preserving Deep Representations in One-Shot Pruning: A Hessian-Free Second-Order Optimization Framework
Summary pending...
Neural Network PruningStructured PruningOptimization
ICLR2025
DUET: Decentralized Bilevel Optimization without Lower-Level Strong Convexity
Summary pending...
Decentralized optimizationBilevel optimizationConvex optimization
ICLR2025
Matrix Product Sketching via Coordinated Sampling
Summary pending...
Sketching AlgorithmMatrix MultiplicationModel Compression
ICLR2025
Scaling LLM Test-Time Compute Optimally Can be More Effective than Scaling Parameters for Reasoning
Summary pending...
test-time computeLLMsscaling
ICLR2025
Boosting Multiple Views for pretrained-based Continual Learning
Summary pending...
continual learningViT-pretrained continual learning
ICLR2025
Is Your Video Language Model a Reliable Judge?
Summary pending...
Video Language ModelsModel evaluationReliability
ICLR2025
Approaching Rate-Distortion Limits in Neural Compression with Lattice Transform Coding
Summary pending...
Neural compressionvector quantizationlattice quantization
ICLR2025
Inference Scaling for Long-Context Retrieval Augmented Generation
Summary pending...
inference scalinglong-context LLMretrieval augmented generation
ICLR2025
A Meta-Learning Approach to Bayesian Causal Discovery
Summary pending...
neural processesbayesian causal discoverytransformers
ICLR2025
SV-RAG: LoRA-Contextualizing Adaptation of MLLMs for Long Document Understanding
Summary pending...
Large Multimodal Models