Optimization

Rad-NeRF: Ray-decoupled Training of Neural Radiance Field NeurIPS 2024 RA-LoRA: Rank-Adaptive Parameter-Efficient Fine-Tuning for Accurate 2-bit Quantized Large Language Models ACL 2024 RandNet-Parareal: a time-parallel PDE solver using Random Neural Networks NeurIPS 2024 Random Function Descent NeurIPS 2024 Randomized Sparse Matrix Compression for Large-Scale Constrained Optimization in Cancer Radiotherapy NeurIPS 2024 Random matrix theory improved Fréchet mean of symmetric positive definite matrices ICML 2024 Random Smoothing Regularization in Kernel Gradient Descent Learning JMLR 2024 RAt: Injecting Implicit Bias for Text-To-Image Prompt Refinement Models EMNLP 2024 READ-PVLA: Recurrent Adapter with Partial Video-Language Alignment for Parameter-Efficient Transfer Learning in Low-Resource Video-Language Modeling AAAI 2024 Realistic Unsupervised CLIP Fine-tuning with Universal Entropy Optimization ICML 2024 Realizable H-Consistent and Bayes-Consistent Loss Functions for Learning to Defer NeurIPS 2024 realSEUDO for real-time calcium imaging analysis NeurIPS 2024 Real-time safe control of neural network dynamic models with sound approximation L4DC 2024 Real-Time Selection Under General Constraints via Predictive Inference NeurIPS 2024 Reasoning about Network Traffic Load Property at Production Scale NSDI 2024 Reasoning in Token Economies: Budget-Aware Evaluation of LLM Reasoning Strategies EMNLP 2024 Rebuilding ROME : Resolving Model Collapse during Sequential Model Editing EMNLP 2024 Recommender Ecosystems: A Mechanism Design Perspective on Holistic Modeling and Optimization AAAI 2024 ReconBoost: Boosting Can Achieve Modality Reconcilement ICML 2024 Reconstruction-free Cascaded Adaptive Compressive Sensing CVPR 2024 RECOST: External Knowledge Guided Data-efficient Instruction Tuning ACL 2024 Recurrent neural networks: vanishing and exploding gradients are not the end of the story NeurIPS 2024 Recurrent Partial Kernel Network for Efficient Optical Flow Estimation AAAI 2024 Recursively feasible shrinking-horizon MPC in dynamic environments with conformal prediction guarantees L4DC 2024 RedEx: Beyond Fixed Representation Methods via Convex Optimization ALT 2024