Papers
12094 papers
ICLR2024
Object-Centric Learning with Slot Mixture Module
Summary pending...
Object-centric representationsGaussian Mixture ModelSlot Attention
ICLR2024
Orbit-Equivariant Graph Neural Networks
Summary pending...
graph neural networksequivarianceexpressivity
ICLR2024
Towards Unified Multi-Modal Personalization: Large Vision-Language Models for Generative Recommendation and Beyond
Summary pending...
multimodal personalizationuser modelinggenerative modeling
ICLR2024
Image Clustering via the Principle of Rate Reduction in the Age of Pretrained Models
Summary pending...
image clusteringpretrained modelsrate reduction
ICLR2024
TRAM: Bridging Trust Regions and Sharpness Aware Minimization
Summary pending...
sharpness-aware minimizationsamtrust region
ICLR2024
Lifting Architectural Constraints of Injective Flows
Summary pending...
normalizing flowsinjective flowsmanifold learning
ICLR2024
DyST: Towards Dynamic Neural Scene Representations on Real-World Videos
Summary pending...
neural scene representationsscene representationsrepresentation learning
ICLR2024
Generative Modeling with Phase Stochastic Bridge
Summary pending...
Generative ModelingStochastic Optimal ControlDiffusion Model
ICLR2024
Quality-Diversity through AI Feedback
Summary pending...
quality diversitylarge language modelsderivative-free optimization
ICLR2024
Learning from Sparse Offline Datasets via Conservative Density Estimation
Summary pending...
offline reinforcement learningstationary distribution correction estimation
ICLR2024
Replay across Experiments: A Natural Extension of Off-Policy RL
Summary pending...
reinforcement learningroboticsdata transfer
ICLR2024
OVOR: OnePrompt with Virtual Outlier Regularization for Rehearsal-Free Class-Incremental Learning
Summary pending...
Rehearsal-free continual learningClass-incremental learningParameter-efficient fine-tuning
ICLR2024
Provably Efficient UCB-type Algorithms For Learning Predictive State Representations
Summary pending...
Reinforcement learningSequential decision-making problemPredictive state representation
ICLR2024
Chain of Log-Concave Markov Chains
Summary pending...
Markov chain Monte CarloLangevin MCMClog-concave distributions
ICLR2024
OpenWebMath: An Open Dataset of High-Quality Mathematical Web Text
Summary pending...
web-scale datasetnatural language processinglarge language model
ICLR2024
Solving High Frequency and Multi-Scale PDEs with Gaussian Processes
Summary pending...
ML PDE solvergaussian processPINN
ICLR2024
Benign Overfitting and Grokking in ReLU Networks for XOR Cluster Data
Summary pending...
benign overfittinggrokkingneural networks
ICLR2024
On the Markov Property of Neural Algorithmic Reasoning: Analyses and Methods
Summary pending...
Neural Algorithmic Reasoning
ICLR2024
Robust Model-Based Optimization for Challenging Fitness Landscapes
Summary pending...
Model based optimizationprotein engineering
ICLR2024
A Newborn Embodied Turing Test for Comparing Object Segmentation Across Animals and Machines
Summary pending...
newborncontrolled rearingobject recognition