Papers
12094 papers
ICLR2025
GPromptShield: Elevating Resilience in Graph Prompt Tuning Against Adversarial Attacks
Summary pending...
pre-training; prompt tuning; robustness; adversarial attacks.
ICLR2025
Improving Long-Text Alignment for Text-to-Image Diffusion Models
Summary pending...
Long Text AlignmentDiffusion ModelsPreference Optimization
ICLR2025
Unify ML4TSP: Drawing Methodological Principles for TSP and Beyond from Streamlined Design Space of Learning and Search
Summary pending...
Neural Combinatorial OptimizationTravelling salesman problem
ICLR2025
A Solvable Attention for Neural Scaling Laws
Summary pending...
self-attentionscaling lawssolution of learning dynamics
ICLR2025
A Closer Look at Machine Unlearning for Large Language Models
Summary pending...
Machine UnlearningLarge Language Models
ICLR2025
Sharpness-Aware Black-Box Optimization
Summary pending...
Black-box OptimizationSharpness-Aware Minimization
ICLR2025
Weighted-Reward Preference Optimization for Implicit Model Fusion
Summary pending...
Model FusionPreference OptimizationLarge Language Models
ICLR2025
Reveal Object in Lensless Photography via Region Gaze and Amplification
Summary pending...
Lensless Imaging; Computational Imaging; Region Gaze; Region Amplifier; Concealed Object Detection
ICLR2025
DisPose: Disentangling Pose Guidance for Controllable Human Image Animation
Summary pending...
Diffusion Model; Controllable Video Generation; Human Animation
ICLR2025
Forget the Data and Fine-Tuning! Just Fold the Network to Compress
Summary pending...
Model compressionmodel foldingmodel merging
ICLR2025
SynQ: Accurate Zero-shot Quantization by Synthesis-aware Fine-tuning
Summary pending...
Network QuantizationZero-shot Quantization
ICLR2025
Amortized Control of Continuous State Space Feynman-Kac Model for Irregular Time Series
Summary pending...
stochastic optimal controlvariational inferencestate space model
ICLR2025
Cheating Automatic LLM Benchmarks: Null Models Achieve High Win Rates
Summary pending...
Large Language ModelsCheatingAutomatic LLM Benchmarks
ICLR2025
Earlier Tokens Contribute More: Learning Direct Preference Optimization From Temporal Decay Perspective
Summary pending...
preference optimizationRLHFDPO
ICLR2025
Efficient Learning with Sine-Activated Low-Rank Matrices
Summary pending...
parameter efficient learninglow rank matrices
ICLR2025
Towards Calibrated Deep Clustering Network
Summary pending...
Deep clusteringunsupervised calibrationclustering
ICLR2025
Think Thrice Before You Act: Progressive Thought Refinement in Large Language Models
Summary pending...
progressive thought refinementself refinelarge language model
ICLR2025
Arithmetic Without Algorithms: Language Models Solve Math with a Bag of Heuristics
Summary pending...
mechanistic interpretabilityinterpretabilityarithmetic
ICLR2025
Looking Backward: Streaming Video-to-Video Translation with Feature Banks
Summary pending...
Streaming video translationdiffusion modelsfeature banks
ICLR2025
On Rollouts in Model-Based Reinforcement Learning
Summary pending...
Model-Based Reinforcement LearningModel RolloutsUncertainty Quantification