Papers
12094 papers
ICLR2025
ASTrA: Adversarial Self-supervised Training with Adaptive-Attacks
Summary pending...
Self-supervised Adversarial TrainingRobustnessSelf-supervised Learning
ICLR2025
What Are Good Positional Encodings for Directed Graphs?
Summary pending...
Directed graphspositional encodingsgraph neural networks
ICLR2025
Bringing NeRFs to the Latent Space: Inverse Graphics Autoencoder
Summary pending...
Latent NeRFNeRFAutoencoder
ICLR2025
DSBench: How Far Are Data Science Agents from Becoming Data Science Experts?
Summary pending...
data scienceagentbenchmark
ICLR2025
SLoPe: Double-Pruned Sparse Plus Lazy Low-Rank Adapter Pretraining of LLMs
Summary pending...
sparse traininglow rank adapterLLM
ICLR2025
Predictive Inverse Dynamics Models are Scalable Learners for Robotic Manipulation
Summary pending...
Robotic Manipulation ; Pre-training ; Visual Foresight ; Inverse Dynamics ; Large-scale robot dataset
ICLR2025
Residual Connections and Normalization Can Provably Prevent Oversmoothing in GNNs
Summary pending...
Graph Neural NetworksNormalizationResidual Connections
ICLR2025
Debiasing Federated Learning with Correlated Client Participation
Summary pending...
federated learningMarkov chaintime-correlated participation
ICLR2025
TANGO: Co-Speech Gesture Video Reenactment with Hierarchical Audio Motion Embedding and Diffusion Interpolation
Summary pending...
co-speech video generationcross-modal retrievalaudio repsentation learning
ICLR2025
Learning High-Degree Parities: The Crucial Role of the Initialization
Summary pending...
initializationneural networksgradient descent
ICLR2025
Learning from End User Data with Shuffled Differential Privacy over Kernel Densities
Summary pending...
differential privacyshuffled differential privacykernel density estimation
ICLR2025
Speech Robust Bench: A Robustness Benchmark For Speech Recognition
Summary pending...
robustnessautomatic speech recognitionbenchmark
ICLR2025
Residual Kernel Policy Network: Enhancing Stability and Robustness in RKHS-Based Reinforcement Learning
Summary pending...
policy learningreproducing kernel Hilbert spacerepresentation learning
ICLR2025
ODE-based Smoothing Neural Network for Reinforcement Learning Tasks
Summary pending...
Reinforcement LearningSmooth ControlLow-pass Filter
ICLR2025
Graph-Guided Scene Reconstruction from Images with 3D Gaussian Splatting
Summary pending...
3D Gaussian Splatting3D ReconstructionNeRF
ICLR2025
Concept Pinpoint Eraser for Text-to-image Diffusion Models via Residual Attention Gate
Summary pending...
Concept erasingGenerative modelDiffusion model
ICLR2025
CHiP: Cross-modal Hierarchical Direct Preference Optimization for Multimodal LLMs
Summary pending...
Multimodal Large Language ModelsPreference OptimizationDirect Preference Optimization
ICLR2025
DSPO: Direct Score Preference Optimization for Diffusion Model Alignment
Summary pending...
Text-to-image generation
ICLR2025
Interleaved Scene Graphs for Interleaved Text-and-Image Generation Assessment
Summary pending...
Interleaved Text-and-Image GenerationGenerative ModelsMultimodal Large Language Model
ICLR2025
Weak to Strong Generalization for Large Language Models with Multi-capabilities
Summary pending...
Weak to Strong GeneralizationLarge Language ModelSuperalignment