Papers
12094 papers
ICLR2025
Model merging with SVD to tie the Knots
Summary pending...
model merging; lora PEFT; computer vision;
ICLR2025
SoftMatcha: A Soft and Fast Pattern Matcher for Billion-Scale Corpus Searches
Summary pending...
natural language processingfull-text searchword embeddings
ICLR2025
Solving New Tasks by Adapting Internet Video Knowledge
Summary pending...
Text-Conditioned GeneralizationVideo DiffusionAdaptation
ICLR2025
Ensembling Diffusion Models via Adaptive Feature Aggregation
Summary pending...
Image GenerationDiffusion ModelsModel Ensembling
ICLR2025
ICLR: In-Context Learning of Representations
Summary pending...
In-Context LearningRepresentational GeometryWorld Models
ICLR2025
Generative Adapter: Contextualizing Language Models in Parameters with A Single Forward Pass
Summary pending...
language model; efficient adaptation; fine-tuning; prompting
ICLR2025
Have the VLMs Lost Confidence? A Study of Sycophancy in VLMs
Summary pending...
Multi-modal ModelVisual-Language ModelSycophancy
ICLR2025
Neural Multi-Objective Combinatorial Optimization via Graph-Image Multimodal Fusion
Summary pending...
Neural Multi-Objective Combinatorial OptimizationMultimodal FusionDeep Reinforcement Learning
ICLR2025
Diffusion-Based Planning for Autonomous Driving with Flexible Guidance
Summary pending...
diffusion planningautonomous driving
ICLR2025
Knowledge Entropy Decay during Language Model Pretraining Hinders New Knowledge Acquisition
Summary pending...
knowledge entropyknowledge acquisition and forgettingevolving behavior during LLM pretraining
ICLR2025
SageAttention: Accurate 8-Bit Attention for Plug-and-play Inference Acceleration
Summary pending...
AttentionQuantizationquantized attention
ICLR2025
FreDF: Learning to Forecast in the Frequency Domain
Summary pending...
Time seriesLong-term Forecast
ICLR2025
You Only Prune Once: Designing Calibration-Free Model Compression With Policy Learning
Summary pending...
Model CompressionLarge Language ModelsStructured Pruning
ICLR2025
Decentralized Optimization with Coupled Constraints
Summary pending...
decentralized optimizationconvex optimizationaffine constraints
ICLR2025
OCEAN: Offline Chain-of-thought Evaluation and Alignment in Large Language Models
Summary pending...
chain-of-thoughtlarge language modelsoffline policy evaluation
ICLR2025
An Efficient Framework for Crediting Data Contributors of Diffusion Models
Summary pending...
data attributiondiffusion modelsShapley values
ICLR2025
Efficient Automated Circuit Discovery in Transformers using Contextual Decomposition
Summary pending...
Automated Circuit DiscoveryExplainable AIInterpretation
ICLR2025
GotenNet: Rethinking Efficient 3D Equivariant Graph Neural Networks
Summary pending...
graph neural networkscomputational physics3D graphs
ICLR2025
Endless Jailbreaks with Bijection Learning
Summary pending...
jailbreakingredteamingAI safety