Papers
12094 papers
ICLR2025
Which Tasks Should Be Compressed Together? A Causal Discovery Approach for Efficient Multi-Task Representation Compression
Summary pending...
Video Coding for MachineImage CompressionMulti-task Learning
ICLR2025
Handling Delay in Real-Time Reinforcement Learning
Summary pending...
reinforcement learningreal-time reinforcement learningdelay
ICLR2025
Decoupling Layout from Glyph in Online Chinese Handwriting Generation
Summary pending...
Online handwriting generation; Layout generation; Calligraphy imitation; Conditional diffusion Model
ICLR2025
Unearthing Skill-level Insights for Understanding Trade-offs of Foundation Models
Summary pending...
evaluationskillstradeoffs
ICLR2025
Learning Task Belief Similarity with Latent Dynamics for Meta-Reinforcement Learning
Summary pending...
meta-reinforcement learningrepresentation learningbisimulation
ICLR2025
Large Language Models Often Say One Thing and Do Another
Summary pending...
corpus creationbenchmarkinglanguage resources
ICLR2025
EmbedLLM: Learning Compact Representations of Large Language Models
Summary pending...
Large Language ModelsRepresentation LearningModel Routing
ICLR2025
Global Convergence in Neural ODEs: Impact of Activation Functions
Summary pending...
Neural ODEsGradient DescentNeural Tangent Kernel (NTK)
ICLR2025
Mix-LN: Unleashing the Power of Deeper Layers by Combining Pre-LN and Post-LN
Summary pending...
large language modellayer normalizationmix-Layer Normalization
ICLR2025
Exploring The Loss Landscape Of Regularized Neural Networks Via Convex Duality
Summary pending...
Convex dualityMachine Learning TheoryLoss Landscape
ICLR2025
InversionGNN: A Dual Path Network for Multi-Property Molecular Optimization
Summary pending...
multi-objective drug discovery
ICLR2025
Unsupervised Disentanglement of Content and Style via Variance-Invariance Constraints
Summary pending...
Unsupervised learningInterpretable representation learningEmergent knowledge
ICLR2025
Adaptive Energy Alignment for Accelerating Test-Time Adaptation
Summary pending...
Test-Time Adaptation (TTA)Out-of-domain (OOD)Energy-based Model (EBM)
ICLR2025
Strength Estimation and Human-Like Strength Adjustment in Games
Summary pending...
Bradley-Terry ModelStrength EstimationStrength Adjustment
ICLR2025
On the Adversarial Vulnerability of Label-Free Test-Time Adaptation
Summary pending...
Test Time AdaptationAdversarial Attack
ICLR2025
Exploring Local Memorization in Diffusion Models via Bright Ending Attention
Summary pending...
Diffusion ModelsLocal MemorizationBright Ending Attention
ICLR2025
$\sigma$-zero: Gradient-based Optimization of $\ell_0$-norm Adversarial Examples
Summary pending...
adversarial examplessparse attacksgradient-based attack
ICLR2025
Flash Inference: Near Linear Time Inference for Long Convolution Sequence Models and Beyond
Summary pending...
computational efficiencyinferencesequence generative models
ICLR2025
Learned Reference-based Diffusion Sampler for multi-modal distributions
Summary pending...
sampling from multi-modal densitiesdiffusion modelsvariational inference