Optimization

Denoising Diffusion Step-aware Models ICLR 2024 Dense Reward for Free in Reinforcement Learning from Human Feedback ICML 2024 Density Ratio Estimation with Doubly Strong Robustness ICML 2024 Deploying ADVISER: Impact and Lessons from Using Artificial Intelligence for Child Vaccination Uptake in Nigeria AAAI 2024 DePRL: Achieving Linear Convergence Speedup in Personalized Decentralized Learning with Shared Representations AAAI 2024 DePT: Decomposed Prompt Tuning for Parameter-Efficient Fine-tuning ICLR 2024 Derivatives of Stochastic Gradient Descent in parametric optimization NeurIPS 2024 Design a Win-Win Strategy That Is Fair to Both Service Providers and Tasks When Rejection Is Not an Option IJCAI 2024 Designing Biological Sequences without Prior Knowledge Using Evolutionary Reinforcement Learning AAAI 2024 Designing Cell-Type-Specific Promoter Sequences Using Conservative Model-Based Optimization NeurIPS 2024 Design of Feedback Active Noise Cancellation Filter Using Nested Recurrent Neural Networks Interspeech 2024 Det-CGD: Compressed Gradient Descent with Matrix Stepsizes for Non-Convex Optimization ICLR 2024 Detection Defenses: An Empty Promise Against Adversarial Patch Attacks on Optical Flow WACV 2024 Deterministic Policies for Constrained Reinforcement Learning in Polynomial Time NeurIPS 2024 DFKI-NLP at SemEval-2024 Task 2: Towards Robust LLMs Using Data Perturbations and MinMax Training SemEval 2024 D-Flow: Differentiating through Flows for Controlled Generation ICML 2024 Diagonalisation SGD: Fast & Convergent SGD for Non-Differentiable Models via Reparameterisation and Smoothing AISTATS 2024 DiffAvatar: Simulation-Ready Garment Optimization with Differentiable Simulation CVPR 2024 Diffeomorphic interpolation for efficient persistence-based topological optimization NeurIPS 2024 Diffeomorphic Mesh Deformation via Efficient Optimal Transport for Cortical Surface Reconstruction ICLR 2024 Differentiability and Optimization of Multiparameter Persistent Homology ICML 2024 Differentiable Combinatorial Scheduling at Scale ICML 2024 Differentiable Display Photometric Stereo CVPR 2024 Differentiable Distributionally Robust Optimization Layers ICML 2024 Differentiable Learning of Generalized Structured Matrices for Efficient Deep Neural Networks ICLR 2024