Papers
12094 papers
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
ICLR2025
Semi-Parametric Retrieval via Binary Bag-of-Tokens Index
Summary pending...
information retrievalefficient retrievalretrieval-agumented applications
ICLR2025
Safety-Prioritizing Curricula for Constrained Reinforcement Learning
Summary pending...
curriculum learningconstrained reinforcement learning
ICLR2025
Attributing Culture-Conditioned Generations to Pretraining Corpora
Summary pending...
culture biaspretraining datamemorization
ICLR2025
Reasoning of Large Language Models over Knowledge Graphs with Super-Relations
Summary pending...
Knowledge GraphsLarge Language ModelsQuestion Answering
ICLR2025
Physics of Language Models: Part 2.2, How to Learn From Mistakes on Grade-School Math Problems
Summary pending...
pretraininglanguage modelerror correction
ICLR2025
Causal Order: The Key to Leveraging Imperfect Experts in Causal Inference
Summary pending...
Causal OrderImperfect ExpertsCausal Inference
ICLR2025
Optimizing Neural Network Representations of Boolean Networks
Summary pending...
Neural NetworksBoolean NetworksLossless Optimization