Papers
12094 papers
ICLR2024
The Cost of Scaling Down Large Language Models: Reducing Model Size Affects Memory before In-context Learning
Summary pending...
large language modelscalingin-context learning
ICLR2024
Course Correcting Koopman Representations
Summary pending...
KoopmanAutoencodersDynamical Systems
ICLR2024
AuG-KD: Anchor-Based Mixup Generation for Out-of-Domain Knowledge Distillation
Summary pending...
out-of-domain knowledge distillationmixup learningdomain shift
ICLR2024
From Posterior Sampling to Meaningful Diversity in Image Restoration
Summary pending...
Image restorationDiverse image restorationInverse problems
ICLR2024
A Simple and Scalable Representation for Graph Generation
Summary pending...
Graph generative modelsgraph neural networksgraph representation
ICLR2024
JointNet: Extending Text-to-Image Diffusion for Dense Distribution Modeling
Summary pending...
Generative AIComputer VisionMachine Learning
ICLR2024
Flat Minima in Linear Estimation and an Extended Gauss Markov Theorem
Summary pending...
regularizationregressionoptimization
ICLR2024
Enhancing Neural Training via a Correlated Dynamics Model
Summary pending...
dynamics modelingtraining analysislow dimensional model for training
ICLR2024
Can LLMs Express Their Uncertainty? An Empirical Evaluation of Confidence Elicitation in LLMs
Summary pending...
uncertainty quantificationuncertainty estimationcalibration
ICLR2024
Entity-Centric Reinforcement Learning for Object Manipulation from Pixels
Summary pending...
deep reinforcement learningvisual reinforcement learningobject-centric
ICLR2024
Unknown Domain Inconsistency Minimization for Domain Generalization
Summary pending...
RobustnessDomain generalizationSharpness-Aware Minimization
ICLR2024
On the Limitations of Temperature Scaling for Distributions with Overlaps
Summary pending...
calibrationtemperature scalingmixup
ICLR2024
Separate and Diffuse: Using a Pretrained Diffusion Model for Better Source Separation
Summary pending...
Source SeparationDeep LearningDiffusion Models
ICLR2024
Fixed-Budget Differentially Private Best Arm Identification
Summary pending...
Best Arm IdentificationDifferential Privacy
ICLR2024
Less is More: One-shot Subgraph Reasoning on Large-scale Knowledge Graphs
Summary pending...
knowledge graph reasoninggraph sampling
ICLR2024
Pushing Mixture of Experts to the Limit: Extremely Parameter Efficient MoE for Instruction Tuning
Summary pending...
Mixture of ExpertsParameter-Efficient Fine-Tuning
ICLR2024
Adversarial Supervision Makes Layout-to-Image Diffusion Models Thrive
Summary pending...
diffusion modelslayout-to-imagedomain generalization
ICLR2024
SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis
Summary pending...
Image SynthesisDiffusionGenerative AI
ICLR2024
Out-of-Distribution Detection by Leveraging Between-Layer Transformation Smoothness
Summary pending...
out-of-distribution detectiondeep neural networkstransformers