gradient-based optimization

Mixtures of In-Context Learners ACL 2025 Optimal Sensor Scheduling and Selection for Continuous-Discrete Kalman Filtering with Auxiliary Dynamics ICML 2025 PIG: Privacy Jailbreak Attack on LLMs via Gradient-based Iterative In-Context Optimization ACL 2025 SMT: Fine-Tuning Large Language Models with Sparse Matrices ICLR 2025 TaCOS: Task-Specific Camera Optimization with Simulation WACV 2025 The Gradient of Algebraic Model Counting AAAI 2025 Towards Robust Training via Gradient-Diversified Backpropagation WACV 2025 Unleashing the Potential of Large Language Models as Prompt Optimizers: Analogical Analysis with Gradient-based Model Optimizers AAAI 2025 Unraveling the Mystery: Defending Against Jailbreak Attacks Via Unearthing Real Intention COLING 2025 YNU at SemEval-2025 Task 4: Synthetic Token Alternative Training for LLM Unlearning SemEval 2025 YOLO-Count: Differentiable Object Counting for Text-to-Image Generation ICCV 2025 Your Assumed DAG is Wrong And Here’s How To Deal With It CLeaR 2025 ASETF: A Novel Method for Jailbreak Attack on LLMs through Translate Suffix Embeddings EMNLP 2024 Bayesian Nonparametrics Meets Data-Driven Distributionally Robust Optimization NeurIPS 2024 Cloth-Splatting: 3D Cloth State Estimation from RGB Supervision CoRL 2024 Decision-Focused Learning with Directional Gradients NeurIPS 2024 Diffusion Tempering Improves Parameter Estimation with Probabilistic Integrators for Ordinary Differential Equations ICML 2024 DMesh: A Differentiable Mesh Representation NeurIPS 2024 Explanation-based Training with Differentiable Insertion/Deletion Metric-aware Regularizers AISTATS 2024 Exponential Hardness of Optimization from the Locality in Quantum Neural Networks AAAI 2024 FedGCS: A Generative Framework for Efficient Client Selection in Federated Learning via Gradient-based Optimization IJCAI 2024 Fiber Monte Carlo ICLR 2024 Generalized Variational Inference via Optimal Transport AAAI 2024 Gradient-Based Language Model Red Teaming EACL 2024 Gradient-based Parameter Selection for Efficient Fine-Tuning CVPR 2024