conftrace_

gradient projection

32 papers

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Co-occurring keywords

continual learning (1181) catastrophic forgetting (958) large language model (13587) neural network optimization (1293) representation learning (6206) model compression (3302) neural network (6616) multi-objective optimization (364) singular value decomposition (222) orthogonal projection (29)

Papers

Surgical AI Copilot: Energy-Based Fourier Gradient Low-Rank Adaptation for Surgical LLM Agent Reasoning and Planning AAAI 2026
Balancing Multimodal Domain Generalization via Gradient Modulation and Projection AAAI 2026
Differentially Private Subspace Fine-Tuning for Large Language Models AAAI 2026
LPPG-RL: Lexicographically Projected Policy Gradient Reinforcement Learning with Subproblem Exploration AAAI 2026
Mitigating Forgetting in Continual Learning with Selective Gradient Projection AACL 2025
Knowledge Decoupling via Orthogonal Projection for Lifelong Editing of Large Language Models ACL 2025
One-for-More: Continual Diffusion Model for Anomaly Detection CVPR 2025
Generalization-Preserved Learning: Closing the Backdoor to Catastrophic Forgetting in Continual Deepfake Detection ICCV 2025
CODE-CL: Conceptor-Based Gradient Projection for Deep Continual Learning ICCV 2025
Mitigating Forgetting in Continual Learning with Selective Gradient Projection IJCNLP 2025
COAP: Memory-Efficient Training with Correlation-Aware Gradient Projection CVPR 2025
Semantic-Aware Multi-Label Adversarial Attacks CVPR 2024
Multi-Dimensional Optimization for Text Summarization via Reinforcement Learning ACL 2024
Rethinking Imbalance in Image Super-Resolution for Efficient Inference NIPS 2024
Learn To Unlearn for Deep Neural Networks: Minimizing Unlearning Interference With Gradient Projection WACV 2024
No Train, all Gain: Self-Supervised Gradients Improve Deep Frozen Representations NIPS 2024
Improving Speech-Based Dysarthria Detection using Multi-task Learning with Gradient Projection INTERSPEECH 2024
Rethinking Gradient Projection Continual Learning: Stability / Plasticity Feature Space Decoupling CVPR 2023
Optimizing Mode Connectivity for Class Incremental Learning ICML 2023
GradOrth: A Simple yet Efficient Out-of-Distribution Detection with Orthogonal Projection of Gradients NIPS 2023
Data Augmented Flatness-aware Gradient Projection for Continual Learning ICCV 2023
Continual Learning with Scaled Gradient Projection AAAI 2023
Switchable Representation Learning Framework With Self-Compatibility CVPR 2023
Adaptive Estimation of Graphical Models under Total Positivity ICML 2023
projUNN: efficient method for training deep networks with unitary matrices NIPS 2022