Papers
12094 papers
ICLR2024
Improved Techniques for Training Consistency Models
Summary pending...
Consistency ModelsConsistency TrainingDiffusion Models
ICLR2024
Tensor Programs VI: Feature Learning in Infinite Depth Neural Networks
Summary pending...
Tensor Programsmupdeep learning
ICLR2024
Soft Robust MDPs and Risk-Sensitive MDPs: Equivalence, Policy Gradient, and Sample Complexity
Summary pending...
risk-sensitive reinforcement learningrobust Markov Decision Processes
ICLR2024
Overthinking the Truth: Understanding how Language Models Process False Demonstrations
Summary pending...
Mechanistic InterpretabilityAI SafetyInterpretability
ICLR2024
Improved Efficiency Based on Learned Saccade and Continuous Scene Reconstruction From Foveated Visual Sampling
Summary pending...
Biological inspired high performance energy efficient vision systemdata efficient trainingenergy saving sensoring
ICLR2024
LiDAR: Sensing Linear Probing Performance in Joint Embedding SSL Architectures
Summary pending...
Self Supervised LearningJoint Embedding Architectures
ICLR2024
Fine-Tuning Language Models for Factuality
Summary pending...
factualityhallucinationlanguage model
ICLR2024
CNN Kernels Can Be the Best Shapelets
Summary pending...
ShapeletCovolutional Neural NetworkTime-series
ICLR2024
GAFormer: Enhancing Timeseries Transformers Through Group-Aware Embeddings
Summary pending...
Time-seriesTransformerSpatiotemporal
ICLR2024
Confronting Reward Model Overoptimization with Constrained RLHF
Summary pending...
rlhfoveroptimizationconstrained RL
ICLR2024
Stochastic Gradient Descent for Gaussian Processes Done Right
Summary pending...
Gaussian processstochastic gradient descent
ICLR2024
Simple Hierarchical Planning with Diffusion
Summary pending...
Hierarchical Offline RLHierarchical planningHierarchical Reinforcement Learning
ICLR2024
Beyond Spatio-Temporal Representations: Evolving Fourier Transform for Temporal Graphs
Summary pending...
Temporal Dynamic GraphsSpectral TransformGNN
ICLR2024
Zero-Shot Robotic Manipulation with Pre-Trained Image-Editing Diffusion Models
Summary pending...
robot learningdiffusion model
ICLR2024
Language Model Detectors Are Easily Optimized Against
Summary pending...
detectorlanguage modellearning from preferences
ICLR2024
PILOT: An $\mathcal{O}(1/K)$-Convergent Approach for Policy Evaluation with Nonlinear Function Approximation
Summary pending...
min-max optimizationadaptive batch sizepolicy evaluation.
ICLR2024
SpaCE: The Spatial Confounding Environment
Summary pending...
benchmarksspatial confoundinggraph neural networks
ICLR2024
The mechanistic basis of data dependence and abrupt learning in an in-context classification task
Summary pending...
in-context learningmechanistic interpretabilitylanguage models
ICLR2024
Maximum Entropy Model Correction in Reinforcement Learning
Summary pending...
reinforcement learningmodel-based reinforcement learningmaximum entropy