Target-aware Dual Adversarial Learning and a Multi-scenario Multi-Modality Benchmark to Fuse Infrared and Visible for Object Detection Mar 30, 2022 2D Object Detection Bilevel Optimization
Code Code Available 25 Safe Multi-Agent Reinforcement Learning with Bilevel Optimization in Autonomous Driving May 28, 2024 Autonomous Driving Bilevel Optimization
Code Code Available 25 LLM and Simulation as Bilevel Optimizers: A New Paradigm to Advance Physical Scientific Discovery May 16, 2024 Bilevel Optimization scientific discovery
Code Code Available 25 Adaptive Personalized Federated Learning Mar 30, 2020 Bilevel Optimization Federated Learning
Code Code Available 25 Coresets via Bilevel Optimization for Continual Learning and Streaming Jun 6, 2020 Bilevel Optimization Continual Learning
Code Code Available 15 Robust Structured Declarative Classifiers for 3D Point Clouds: Defending Adversarial Attacks with Implicit Gradients Mar 29, 2022 3D Point Cloud Classification Bilevel Optimization
Code Code Available 15 Penalty Method for Inversion-Free Deep Bilevel Optimization Nov 8, 2019 Bilevel Optimization Data Poisoning
Code Code Available 15 iSLAM: Imperative SLAM Jun 13, 2023 Bilevel Optimization Motion Estimation
Code Code Available 15 Nystrom Method for Accurate and Scalable Implicit Differentiation Feb 20, 2023 Bilevel Optimization Hyperparameter Optimization
Code Code Available 15 Neur2BiLO: Neural Bilevel Optimization Feb 4, 2024 Bilevel Optimization
Code Code Available 15 BOML: A Modularized Bilevel Optimization Library in Python for Meta Learning Sep 28, 2020 Bilevel Optimization Meta-Learning
Code Code Available 15 Out-of-Domain Human Mesh Reconstruction via Dynamic Bilevel Online Adaptation Nov 7, 2021 3D Absolute Human Pose Estimation 3D Human Pose Estimation
Code Code Available 15 Provably Faster Algorithms for Bilevel Optimization Jun 8, 2021 Bilevel Optimization Hyperparameter Optimization
Code Code Available 15 RemovalNet: DNN Fingerprint Removal Attacks Aug 23, 2023 Bilevel Optimization
Code Code Available 15 Single-level Adversarial Data Synthesis based on Neural Tangent Kernels Apr 8, 2022 Bilevel Optimization
Code Code Available 15 iMatching: Imperative Correspondence Learning Dec 4, 2023 3D Reconstruction Bilevel Optimization
Code Code Available 15 Adversarial Immunization for Certifiable Robustness on Graphs Jul 19, 2020 Adversarial Attack Bilevel Optimization
Code Code Available 15 HypBO: Accelerating Black-Box Scientific Experiments Using Experts' Hypotheses Aug 22, 2023 Bayesian Optimization Bilevel Optimization
Code Code Available 15 iMTSP: Solving Min-Max Multiple Traveling Salesman Problem with Imperative Learning May 1, 2024 Bilevel Optimization Traveling Salesman Problem
Code Code Available 15 Learning to Continuously Optimize Wireless Resource in a Dynamic Environment: A Bilevel Optimization Perspective May 3, 2021 Bilevel Optimization Continual Learning
Code Code Available 15 Meta-learning Adaptive Deep Kernel Gaussian Processes for Molecular Property Prediction May 5, 2022 Bilevel Optimization Drug Discovery
Code Code Available 15 MiLeNAS: Efficient Neural Architecture Search via Mixed-Level Reformulation Mar 27, 2020 Bilevel Optimization Neural Architecture Search
Code Code Available 15 BOME! Bilevel Optimization Made Easy: A Simple First-Order Approach Sep 19, 2022 Bilevel Optimization Continual Learning
Code Code Available 15 Modeling Mask Uncertainty in Hyperspectral Image Reconstruction Dec 31, 2021 Bilevel Optimization Image Reconstruction
Code Code Available 15 Class-Incremental Exemplar Compression for Class-Incremental Learning Mar 24, 2023 Bilevel Optimization class-incremental learning
Code Code Available 15 OptNet: Differentiable Optimization as a Layer in Neural Networks Mar 1, 2017 Bilevel Optimization GPU
Code Code Available 15 Delta-STN: Efficient Bilevel Optimization for Neural Networks using Structured Response Jacobians Oct 26, 2020 Bilevel Optimization Hyperparameter Optimization
Code Code Available 15 Deep invariant networks with differentiable augmentation layers Feb 4, 2022 Bilevel Optimization Data Augmentation
Code Code Available 15 Bilevel Optimization: Convergence Analysis and Enhanced Design Oct 15, 2020 Bilevel Optimization Hyperparameter Optimization
Code Code Available 15 Reinforcement Learning-based Receding Horizon Control using Adaptive Control Barrier Functions for Safety-Critical Systems Mar 26, 2024 Bilevel Optimization Model Predictive Control
Code Code Available 15 FairBatch: Batch Selection for Model Fairness Dec 3, 2020 BIG-bench Machine Learning Bilevel Optimization
Code Code Available 15 Efficient Fine-Tuning and Concept Suppression for Pruned Diffusion Models Dec 19, 2024 Bilevel Optimization Knowledge Distillation
Code Code Available 15 BOBCAT: Bilevel Optimization-Based Computerized Adaptive Testing Aug 17, 2021 Bilevel Optimization Question Selection
Code Code Available 15 On the Convergence Theory for Hessian-Free Bilevel Algorithms Oct 13, 2021 Bilevel Optimization Meta-Learning
Code Code Available 15 AutoScale: Scale-Aware Data Mixing for Pre-Training LLMs Jul 29, 2024 Bilevel Optimization Language Modelling
Code Code Available 15 From Hypergraph Energy Functions to Hypergraph Neural Networks Jun 16, 2023 Bilevel Optimization Graph Neural Network
Code Code Available 15 GS-Phong: Meta-Learned 3D Gaussians for Relightable Novel View Synthesis May 31, 2024 Bilevel Optimization Meta-Learning
Code Code Available 15 How to Sift Out a Clean Data Subset in the Presence of Data Poisoning? Oct 12, 2022 Bilevel Optimization Data Poisoning
Code Code Available 15 Embarassingly Simple Dataset Distillation Nov 13, 2023 Bilevel Optimization Dataset Distillation
Code Code Available 15 Bilevel Continual Learning Jul 30, 2020 Bilevel Optimization Continual Learning
Code Code Available 15 Learning Data Augmentation with Online Bilevel Optimization for Image Classification Jun 25, 2020 Bilevel Optimization Classification
Code Code Available 15 Learning diffusion at lightspeed Jun 18, 2024 Bilevel Optimization
Code Code Available 15 A framework for bilevel optimization that enables stochastic and global variance reduction algorithms Jan 31, 2022 Bilevel Optimization
Code Code Available 15 Bilevel Optimization with a Lower-level Contraction: Optimal Sample Complexity without Warm-start Feb 7, 2022 Bilevel Optimization Data Poisoning
Code Code Available 15 An End-to-End Framework for Molecular Conformation Generation via Bilevel Programming May 15, 2021 Bilevel Optimization
Code Code Available 15 MetaPoison: Practical General-purpose Clean-label Data Poisoning Apr 1, 2020 AutoML Bilevel Optimization
Code Code Available 15 Fair Bilevel Neural Network (FairBiNN): On Balancing fairness and accuracy via Stackelberg Equilibrium Oct 21, 2024 Bilevel Optimization Fairness
Code Code Available 15 Implicit differentiation for fast hyperparameter selection in non-smooth convex learning May 4, 2021 Bilevel Optimization Hyperparameter Optimization
Code Code Available 15 Boosting Differentiable Causal Discovery via Adaptive Sample Reweighting Mar 6, 2023 Bilevel Optimization Causal Discovery
Code Code Available 15 On Penalty-based Bilevel Gradient Descent Method Feb 10, 2023 Bilevel Optimization Image Reconstruction
Code Code Available 15