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conftrace_

gradient projection

43 papers

Papers

Balancing Multimodal Domain Generalization via Gradient Modulation and Projection AAAI 2026 D-Convexity: A Unified Differentiable Convex Shape Prior via Quasi-Concavity for Data-driven Image Segmentation CVPR 2026 Differentially Private Subspace Fine-Tuning for Large Language Models AAAI 2026 FedSteer: Taming Extreme Gradient Staleness in Federated Learning with Corrective Projections and Caching UAI 2026 LPPG-RL: Lexicographically Projected Policy Gradient Reinforcement Learning with Subproblem Exploration AAAI 2026 SAIDO: Generalizable Detection of AI-Generated Images via Scene-Aware and Importance-Guided Dynamic Optimization in Continual Learning CVPR 2026 Surgical AI Copilot: Energy-Based Fourier Gradient Low-Rank Adaptation for Surgical LLM Agent Reasoning and Planning AAAI 2026 BECAME: Bayesian Continual Learning with Adaptive Model Merging ICML 2025 COAP: Memory-Efficient Training with Correlation-Aware Gradient Projection CVPR 2025 CODE-CL: Conceptor-Based Gradient Projection for Deep Continual Learning ICCV 2025 Directional Gradient Projection for Robust Fine-Tuning of Foundation Models ICLR 2025 Divide and Orthogonalize: Efficient Continual Learning with Local Model Space Projection UAI 2025 Generalization-Preserved Learning: Closing the Backdoor to Catastrophic Forgetting in Continual Deepfake Detection ICCV 2025 Knowledge Decoupling via Orthogonal Projection for Lifelong Editing of Large Language Models ACL 2025 Mitigating Forgetting in Continual Learning with Selective Gradient Projection IJCNLP 2025 Mitigating Overfitting During Speech Foundation Model Fine-tuning: Applications to Dysarthric Speech Detection Interspeech 2025 One-for-More: Continual Diffusion Model for Anomaly Detection CVPR 2025 Federated Orthogonal Training: Mitigating Global Catastrophic Forgetting in Continual Federated Learning ICLR 2024 Improving Speech-Based Dysarthria Detection using Multi-task Learning with Gradient Projection Interspeech 2024 LabelDP-Pro: Learning with Label Differential Privacy via Projections ICLR 2024 Learn To Unlearn for Deep Neural Networks: Minimizing Unlearning Interference With Gradient Projection WACV 2024 Multi-Dimensional Optimization for Text Summarization via Reinforcement Learning ACL 2024 No Train, all Gain: Self-Supervised Gradients Improve Deep Frozen Representations NeurIPS 2024 Principled Federated Domain Adaptation: Gradient Projection and Auto-Weighting ICLR 2024 Prompt Gradient Projection for Continual Learning ICLR 2024