Papers
12094 papers
ICLR2025
Robust Simulation-Based Inference under Missing Data via Neural Processes
Summary pending...
Simulation-based inferencelikelihood-free inferenceapproximate Bayesian computation
ICLR2025
LoR-VP: Low-Rank Visual Prompting for Efficient Vision Model Adaptation
Summary pending...
computer visionvisual prompt
ICLR2025
Revisiting Nearest Neighbor for Tabular Data: A Deep Tabular Baseline Two Decades Later
Summary pending...
Tabular datatabular machine learningdeep tabular models
ICLR2025
Toward Guidance-Free AR Visual Generation via Condition Contrastive Alignment
Summary pending...
autoregressivegenerative modelsimage generation
ICLR2025
gRNAde: Geometric Deep Learning for 3D RNA inverse design
Summary pending...
RNA StructureRNA DesignGeometric Deep Learning
ICLR2025
CAKE: Cascading and Adaptive KV Cache Eviction with Layer Preferences
Summary pending...
Large Language ModelEfficient Generative InferenceKey-Value Cache
ICLR2025
Can In-context Learning Really Generalize to Out-of-distribution Tasks?
Summary pending...
Large language modelsIn-context LearningOut-of-distribution Generalization
ICLR2025
ThunderKittens: Simple, Fast, and $\textit{Adorable}$ Kernels
Summary pending...
SystemsKernelsEfficiency
ICLR2025
Boltzmann priors for Implicit Transfer Operators
Summary pending...
Molecular DynamicsGenerative ModelsTransfer Operators
ICLR2025
Redefining the task of Bioactivity Prediction
Summary pending...
Bioactivity PredictionNew Dataset
ICLR2025
Taming Transformer Without Using Learning Rate Warmup
Summary pending...
TransformerTraining DynamicsModel Crash
ICLR2025
ParFam -- (Neural Guided) Symbolic Regression via Continuous Global Optimization
Summary pending...
symbolic regressioncontinuous optimizationexpressivity
ICLR2025
3D-MolT5: Leveraging Discrete Structural Information for Molecule-Text Modeling
Summary pending...
molecule-text modeling3D molecular tokenizationlanguage model
ICLR2025
ToolDial: Multi-turn Dialogue Generation Method for Tool-Augmented Language Models
Summary pending...
Tool-augmented language models
ICLR2025
On Minimizing Adversarial Counterfactual Error in Adversarial Reinforcement Learning
Summary pending...
Reinforcement learningrobust reinforcement learningadversarial robustness
ICLR2025
Topological Schrödinger Bridge Matching
Summary pending...
Schrödinger BridgeTopological Signal Distribution MatchingTopological Stochastic Dynamics
ICLR2025
DRoC: Elevating Large Language Models for Complex Vehicle Routing via Decomposed Retrieval of Constraints
Summary pending...
vehicle routing problems; large language model; retrieval augmented generation
ICLR2025
Representational Similarity via Interpretable Visual Concepts
Summary pending...
representational alignmentrepresentational similarityexplainability
ICLR2025
Learning to Discretize Denoising Diffusion ODEs
Summary pending...
Diffusion modelsEfficient SamplingOrdinary Differentiable Equations
ICLR2025
An Effective Theory of Bias Amplification
Summary pending...
fairnessalgorithmic biasmachine learning theory