Papers
12094 papers
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
ICLR2025
AdaWM: Adaptive World Model based Planning for Autonomous Driving
Summary pending...
World ModelAutonomous DrivingReinforcement Learning
ICLR2025
SymDiff: Equivariant Diffusion via Stochastic Symmetrisation
Summary pending...
EquivarianceDiffusion ModelsSymmetrisation
ICLR2025
Eliciting Human Preferences with Language Models
Summary pending...
question askingpreference elicitationlanguage models
ICLR2025
Make Haste Slowly: A Theory of Emergent Structured Mixed Selectivity in Feature Learning ReLU Networks
Summary pending...
Gated Deep Linear NetworksFeature Learning DynamicsStructured Mixed Selectivity
ICLR2025
SiReRAG: Indexing Similar and Related Information for Multihop Reasoning
Summary pending...
Retrieval-augmented generation (RAG)RAG indexingMulti-hop question answering
ICLR2025
Accelerating Task Generalisation with Multi-Level Skill Hierarchies
Summary pending...
Reinforcement LearningGeneralisationHierarchical Reinforcement Learning
ICLR2025
Improving Graph Neural Networks by Learning Continuous Edge Directions
Summary pending...
Graph Neural NetworksDirected GraphsGraph Laplacian
ICLR2025
Extendable and Iterative Structure Learning Strategy for Bayesian Networks
Summary pending...
Structure learningBayesian networksCausal discovery
ICLR2025
GRAIN: Exact Graph Reconstruction from Gradients
Summary pending...
gradient leakagegradient inversiongraph neural networks
ICLR2025
Vision Language Models are In-Context Value Learners
Summary pending...
robot learningvision-language modelvalue estimation
ICLR2025
Deep Learning Alternatives Of The Kolmogorov Superposition Theorem
Summary pending...
Kolmogorov-Arnold Representation TheoremFunction ApproximationPhysics Informed Neural Networks
ICLR2025
Time After Time: Deep-Q Effect Estimation for Interventions on When and What to do
Summary pending...
effect estimationtreatment timesirregular times
ICLR2025
BoneMet: An Open Large-Scale Multi-Modal Murine Dataset for Breast Cancer Bone Metastasis Diagnosis and Prognosis
Summary pending...
Medical DatasetBreast Cancer Bone MetastasisDiagnosis
ICLR2025
Underdamped Diffusion Bridges with Applications to Sampling
Summary pending...
Variational InferenceSamplingDiffusion Models