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Papers
WMAdapter: Adding WaterMark Control to Latent Diffusion Models
ICML 2025
Accelerating Heterogeneous Federated Learning with Closed-form Classifiers
ICML 2024
Active Preference Learning for Large Language Models
ICML 2024
A Multimodal Benchmark Dataset and Model for Crop Disease Diagnosis
ECCV 2024
APT: Adaptive Pruning and Tuning Pretrained Language Models for Efficient Training and Inference
ICML 2024
A Sober Look at LLMs for Material Discovery: Are They Actually Good for Bayesian Optimization Over Molecules?
ICML 2024
Assessing the Brittleness of Safety Alignment via Pruning and Low-Rank Modifications
ICML 2024
Augmented Neural Fine-tuning for Efficient Backdoor Purification
ECCV 2024
AutoGluon-Multimodal (AutoMM): Supercharging Multimodal AutoML with Foundation Models
AutoML 2024
Avoid Everything: Model-Free Collision Avoidance with Expert-Guided Fine-Tuning
CoRL 2024
Bayesian Power Steering: An Effective Approach for Domain Adaptation of Diffusion Models
ICML 2024
BetterV: Controlled Verilog Generation with Discriminative Guidance
ICML 2024
Cell2Sentence: Teaching Large Language Models the Language of Biology
ICML 2024
Connecting the Dots: Collaborative Fine-tuning for Black-Box Vision-Language Models
ICML 2024
Connect Later: Improving Fine-tuning for Robustness with Targeted Augmentations
ICML 2024
Consistent Diffusion Meets Tweedie: Training Exact Ambient Diffusion Models with Noisy Data
ICML 2024
Covert Malicious Finetuning: Challenges in Safeguarding LLM Adaptation
ICML 2024
Defense against Backdoor Attack on Pre-trained Language Models via Head Pruning and Attention Normalization
ICML 2024
DoRA: Weight-Decomposed Low-Rank Adaptation
ICML 2024
E$^2$GAN: Efficient Training of Efficient GANs for Image-to-Image Translation
ICML 2024
Erasing the Bias: Fine-Tuning Foundation Models for Semi-Supervised Learning
ICML 2024
Evaluating ChatGPT’s Performance in Generating and Assessing Dutch Radiology Report Impressions
MIDL 2024
Fine-tuning Reinforcement Learning Models is Secretly a Forgetting Mitigation Problem
ICML 2024
From Barlow Twins to Triplet Training: Differentiating Dementia with Limited Data
MIDL 2024
From Yes-Men to Truth-Tellers: Addressing Sycophancy in Large Language Models with Pinpoint Tuning
ICML 2024