Papers
12094 papers
ICLR2025
Safety-Prioritizing Curricula for Constrained Reinforcement Learning
Summary pending...
curriculum learningconstrained reinforcement learning
ICLR2025
Compute-Optimal LLMs Provably Generalize Better with Scale
Summary pending...
generalization boundslanguage modelsscaling laws
ICLR2025
Optimizing $(L_0, L_1)$-Smooth Functions by Gradient Methods
Summary pending...
$(L_0L_1)$-smoothnessgradient methods
ICLR2025
Competition Dynamics Shape Algorithmic Phases of In-Context Learning
Summary pending...
In-Context LearningCircuit CompetitionMarkov Chains
ICLR2025
DiscoveryBench: Towards Data-Driven Discovery with Large Language Models
Summary pending...
scientific discoverydata-driven discoverydata analysis
ICLR2025
Predictive Uncertainty Quantification for Bird's Eye View Segmentation: A Benchmark and Novel Loss Function
Summary pending...
Uncertainty QuantificationEvidential Deep LearningBird's Eye View (BEV) Segmentation
ICLR2025
L-WISE: Boosting Human Visual Category Learning Through Model-Based Image Selection and Enhancement
Summary pending...
Human-aligned modelsrobust neural networksvisual perception
ICLR2025
What Secrets Do Your Manifolds Hold? Understanding the Local Geometry of Generative Models
Summary pending...
GeometryDiffusion modelsVAE
ICLR2025
A Little Goes a Long Way: Efficient Long Context Training and Inference with Partial Contexts
Summary pending...
Long-Context LLMEfficient LLMContext Extension
ICLR2025
EFFICIENT JAILBREAK ATTACK SEQUENCES ON LARGE LANGUAGE MODELS VIA MULTI-ARMED BANDIT-BASED CONTEXT SWITCHING
Summary pending...
JailBreakAI SecurityLLM Vunlnerability
ICLR2025
Adaptive Rank Allocation: Speeding Up Modern Transformers with RaNA Adapters
Summary pending...
Large Language ModelsAdaptive computeRank adapters
ICLR2025
MetaDesigner: Advancing Artistic Typography through AI-Driven, User-Centric, and Multilingual WordArt Synthesis
Summary pending...
MetaDesigner
ICLR2025
DynaMath: A Dynamic Visual Benchmark for Evaluating Mathematical Reasoning Robustness of Vision Language Models
Summary pending...
Visual Mathematical BenchmarkVision Language Models
ICLR2025
Should VLMs be Pre-trained with Image Data?
Summary pending...
vision language modelspre-trainingfine-tuning
ICLR2025
Model Editing as a Robust and Denoised variant of DPO: A Case Study on Toxicity
Summary pending...
model editingmechanistic interpretabilityai safety
ICLR2025
A Common Pitfall of Margin-based Language Model Alignment: Gradient Entanglement
Summary pending...
AlignmentPreference OptimizationLarge Language Model
ICLR2025
How Gradient descent balances features: A dynamical analysis for two-layer neural networks
Summary pending...
learning theoryover-parameterizationlearning dynamics
ICLR2025
ManiSkill-HAB: A Benchmark for Low-Level Manipulation in Home Rearrangement Tasks
Summary pending...
benchmarkdatasetsimulation
ICLR2025
DelTA: An Online Document-Level Translation Agent Based on Multi-Level Memory
Summary pending...
Document-Level TranslationLarge Language ModelsAutonomous Agents
ICLR2025
RTop-K: Ultra-Fast Row-Wise Top-K Selection for Neural Network Acceleration on GPUs
Summary pending...
row-wise topk selectionGPUCUDA