Papers
12094 papers
ICLR2024
On Trajectory Augmentations for Off-Policy Evaluation
Summary pending...
Trajectory augmentationOff-policy evaluationSub-trajectory mining from offline dataset
ICLR2024
Diffusion Generative Flow Samplers: Improving learning signals through partial trajectory optimization
Summary pending...
probabilistic inferencesamplingstochastic optimal control
ICLR2024
Large-scale Training of Foundation Models for Wearable Biosignals
Summary pending...
Self-supervised learningRepresentation learningFoundation models
ICLR2024
Incentivized Truthful Communication for Federated Bandits
Summary pending...
Contextual banditFederated learningTruthful mechanism design
ICLR2024
The Expressive Leaky Memory Neuron: an Efficient and Expressive Phenomenological Neuron Model Can Solve Long-Horizon Tasks.
Summary pending...
Computational NeurosciencePhenomenological Neuron ModelingCortical Neurons
ICLR2024
Training Socially Aligned Language Models on Simulated Social Interactions
Summary pending...
AI alignmentAI safetyNatural Language Processing
ICLR2024
Bayesian Neural Controlled Differential Equations for Treatment Effect Estimation
Summary pending...
treatment effect estimationneural differential equationvariational Bayes
ICLR2024
BENO: Boundary-embedded Neural Operators for Elliptic PDEs
Summary pending...
AI for PDEs; physical simulationneural operatorsboundary-embedded
ICLR2024
Brain decoding: toward real-time reconstruction of visual perception
Summary pending...
brain decodingneuroimagingimage generation
ICLR2024
A Plug-and-Play Image Registration Network
Summary pending...
deformable image registrationplug-and-play priorsdeep equilibrium models
ICLR2024
AntGPT: Can Large Language Models Help Long-term Action Anticipation from Videos?
Summary pending...
long-term action anticipationmultimodal learning
ICLR2024
VeRA: Vector-based Random Matrix Adaptation
Summary pending...
Parameter-efficient fine-tuningTransfer learningLow-rank
ICLR2024
PerceptionCLIP: Visual Classification by Inferring and Conditioning on Contexts
Summary pending...
vision-language modelCLIPzero-shot
ICLR2024
Ring-A-Bell! How Reliable are Concept Removal Methods For Diffusion Models?
Summary pending...
redteamingstable diffusiontext-to-image model
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