Papers
12094 papers
ICLR2025
Reassessing How to Compare and Improve the Calibration of Machine Learning Models
Summary pending...
calibrationproper scoring rulesECE
ICLR2025
Streaming Algorithms For $\ell_p$ Flows and $\ell_p$ Regression
Summary pending...
RegressionStreamingOnline algorithms
ICLR2025
Multi-Modal and Multi-Attribute Generation of Single Cells with CFGen
Summary pending...
scRNA-seqFlow MatchingGenerative modeling
ICLR2025
On the Completeness of Invariant Geometric Deep Learning Models
Summary pending...
geometric deep learninginvariant modelscompleteness
ICLR2025
VideoPhy: Evaluating Physical Commonsense for Video Generation
Summary pending...
text-to-video generationphysical commonsensevideo-text alignment
ICLR2025
Computing Circuits Optimization via Model-Based Circuit Genetic Evolution
Summary pending...
AI Chips DesignComputing Circuits OptimizationEvolutionary Algorithm
ICLR2025
LaMPlace: Learning to Optimize Cross-Stage Metrics in Macro Placement
Summary pending...
Macro placementChip designEDA
ICLR2025
Dualformer: Controllable Fast and Slow Thinking by Learning with Randomized Reasoning Traces
Summary pending...
planningreasoningSequential Decision Making
ICLR2025
The Superposition of Diffusion Models Using the Itô Density Estimator
Summary pending...
generative modellingprotein generationimage generation
ICLR2025
Shifting the Paradigm: A Diffeomorphism Between Time Series Data Manifolds for Achieving Shift-Invariancy in Deep Learning
Summary pending...
Time series analysisinvariance in neural networks
ICLR2025
On Speeding Up Language Model Evaluation
Summary pending...
large language modelsevaluationmatrix factorization
ICLR2025
Provable Benefit of Annealed Langevin Monte Carlo for Non-log-concave Sampling
Summary pending...
MCMCAnnealed Langevin Monte CarloNon-log-concave sampling
ICLR2025
Distance-Based Tree-Sliced Wasserstein Distance
Summary pending...
tree-sliced wasserstein distanceoptimal transportequivariance
ICLR2025
Demystifying Topological Message-Passing with Relational Structures: A Case Study on Oversquashing in Simplicial Message-Passing
Summary pending...
topological deep learningoversquashingrewiring
ICLR2025
SGD with memory: fundamental properties and stochastic acceleration
Summary pending...
Stochastic Gradient DescentSGDspectral power laws
ICLR2025
MIA-Bench: Towards Better Instruction Following Evaluation of Multimodal LLMs
Summary pending...
Multimodal LLM; Instruction Following; Benchmark
ICLR2025
ToddlerDiffusion: Interactive Structured Image Generation with Cascaded Schrödinger Bridge
Summary pending...
Generative AIDiffusion modelsCascaded models
ICLR2025
GNNs Getting ComFy: Community and Feature Similarity Guided Rewiring
Summary pending...
graph neural networksover-squashinggraph rewiring
ICLR2025
Copyright-Protected Language Generation via Adaptive Model Fusion
Summary pending...
language modelscopyrightmodel fusion