Papers
12094 papers
ICLR2025
OmniCorpus: A Unified Multimodal Corpus of 10 Billion-Level Images Interleaved with Text
Summary pending...
Image-text interleaved dataset
ICLR2025
Mitigating the Backdoor Effect for Multi-Task Model Merging via Safety-Aware Subspace
Summary pending...
Model Merging; Backdoor Defense; Subspace
ICLR2025
YouTube-SL-25: A Large-Scale, Open-Domain Multilingual Sign Language Parallel Corpus
Summary pending...
sign language translationsign languagemultilinguality
ICLR2025
Optimality of Matrix Mechanism on $\ell_p^p$-metric
Summary pending...
differential privacy
ICLR2025
Neural Functions for Learning Periodic Signal
Summary pending...
PeriodicityNeural function
ICLR2025
SigDiffusions: Score-Based Diffusion Models for Time Series via Log-Signature Embeddings
Summary pending...
diffusion modelspath signaturestime series
ICLR2025
Probe before You Talk: Towards Black-box Defense against Backdoor Unalignment for Large Language Models
Summary pending...
Backdoor UnalignmentBackdoor DefenseInstruction-tuned LLMs
ICLR2025
FairMT-Bench: Benchmarking Fairness for Multi-turn Dialogue in Conversational LLMs
Summary pending...
FairnessBenchmarkLarge language model
ICLR2025
Counterfactual Concept Bottleneck Models
Summary pending...
Concept Bottleneck ModelsConcept Based ModelCounterfactuals
ICLR2025
MMQA: Evaluating LLMs with Multi-Table Multi-Hop Complex Questions
Summary pending...
LLM evaluationmulti-table question answering; multi-hop question answering
ICLR2025
JetFormer: An autoregressive generative model of raw images and text
Summary pending...
generative pretrainingmultimodal modelsvision-language model
ICLR2025
Meta Flow Matching: Integrating Vector Fields on the Wasserstein Manifold
Summary pending...
Flow matchingDynamicsCell dynamics
ICLR2025
Causal Concept Graph Models: Beyond Causal Opacity in Deep Learning
Summary pending...
Concept Based ModelsConcept Bottleneck ModelsExplainable AI
ICLR2025
Efficient Off-Policy Learning for High-Dimensional Action Spaces
Summary pending...
reinforcement learningtrust region
ICLR2025
The Complexity of Two-Team Polymatrix Games with Independent Adversaries
Summary pending...
algorithmic game theoryNash equilibriumminmax optimization
ICLR2025
Biologically Constrained Barrel Cortex Model Integrates Whisker Inputs and Replicates Key Brain Network Dynamics
Summary pending...
Barrel cortexbiophysical modelingsensory-motor integration
ICLR2025
Breach By A Thousand Leaks: Unsafe Information Leakage in 'Safe' AI Responses
Summary pending...
AI SafetyInformation Theory
ICLR2025
Adaptive backtracking line search
Summary pending...
Optimizationbacktracking line searchArmijo condition
ICLR2025
Spectral-Refiner: Accurate Fine-Tuning of Spatiotemporal Fourier Neural Operator for Turbulent Flows
Summary pending...
operator learningneural operatorsNavier-Stokes
ICLR2025
Number Cookbook: Number Understanding of Language Models and How to Improve It
Summary pending...
number understandinglarge language modelreasoning