conftrace_

data-free learning

54 papers

Explore in graph

Co-occurring keywords

knowledge distillation (3725) model compression (3302) generative adversarial network (1944) neural network (6616) synthetic data generation (590) adversarial attack (1621) continual learning (1181) federated learning (1333) black-box attack (237) generative model (2892)

Papers

Self-NPO: Data-Free Diffusion Model Enhancement via Truncated Diffusion Fine-Tuning AAAI 2026
Hybrid Data-Free Knowledge Distillation AAAI 2025
Toward Efficient Data-Free Unlearning AAAI 2025
Coupling the Generator with Teacher for Effective Data-Free Knowledge Distillation ICCV 2025
Fusing Pruned and Backdoored Models: Optimal Transport-based Data-free Backdoor Mitigation AAAI 2025
One VLM to Keep it Learning: Generation and Balancing for Data-Free Continual Visual Question Answering WACV 2025
EchoDFKD: Data-Free Knowledge Distillation for Cardiac Ultrasound Segmentation using Synthetic Data WACV 2025
FroM: Frobenius Norm-Based Data-Free Adaptive Model Merging EMNLP 2025
DKDM: Data-Free Knowledge Distillation for Diffusion Models with Any Architecture CVPR 2025
Data-free Universal Adversarial Perturbation with Pseudo-semantic Prior CVPR 2025
Exploring Query Efficient Data Generation Towards Data-Free Model Stealing in Hard Label Setting AAAI 2025
Impartial Adversarial Distillation: Addressing Biased Data-Free Knowledge Distillation via Adaptive Constrained Optimization AAAI 2024
Self-Regulated Data-Free Knowledge Amalgamation for Text Classification NAACL 2024
Out of Thin Air: Exploring Data-Free Adversarial Robustness Distillation AAAI 2024
Small Scale Data-Free Knowledge Distillation CVPR 2024
NAYER: Noisy Layer Data Generation for Efficient and Effective Data-free Knowledge Distillation CVPR 2024
FREE: Faster and Better Data-Free Meta-Learning CVPR 2024
Federated Learning via Input-Output Collaborative Distillation AAAI 2024
Learning to Learn from APIs: Black-Box Data-Free Meta-Learning ICML 2023
Data-Free Sketch-Based Image Retrieval CVPR 2023
Data-Free Knowledge Distillation via Feature Exchange and Activation Region Constraint CVPR 2023
Adaptive Data-Free Quantization CVPR 2023
A Data-Free Approach to Mitigate Catastrophic Forgetting in Federated Class Incremental Learning for Vision Tasks NIPS 2023
Data-Free Class-Incremental Hand Gesture Recognition ICCV 2023
ConStruct-VL: Data-Free Continual Structured VL Concepts Learning CVPR 2023