Search

Search Results

• Fast Machine Unlearning without Retraining through Selective Synaptic Dampening

  Jack Foster, Stefan Schoepf, Alexandra Brintrup

  12043-12051

  2024-03-24

• Combinatorial Stochastic-Greedy Bandit

  Fares Fourati, Christopher John Quinn, Mohamed-Slim Alouini, Vaneet Aggarwal

  12052-12060

  2024-03-24

• REGLO: Provable Neural Network Repair for Global Robustness Properties

  Feisi Fu, Zhilu Wang, Weichao Zhou, Yixuan Wang, Jiameng Fan, Chao Huang, Qi Zhu, Xin Chen, Wenchao Li

  12061-12071

  2024-03-24

• QLABGrad: A Hyperparameter-Free and Convergence-Guaranteed Scheme for Deep Learning

  Minghan Fu, Fang-Xiang Wu

  12072-12081

  2024-03-24

• DTL: Disentangled Transfer Learning for Visual Recognition

  Minghao Fu, Ke Zhu, Jianxin Wu

  12082-12090

  2024-03-24

• Noise-Aware Image Captioning with Progressively Exploring Mismatched Words

  Zhongtian Fu, Kefei Song, Luping Zhou, Yang Yang

  12091-12099

  2024-03-24

• Learning Small Decision Trees with Few Outliers: A Parameterized Perspective

  Harmender Gahlawat, Meirav Zehavi

  12100-12108

  2024-03-24

• Online Sensitivity Optimization in Differentially Private Learning

  Filippo Galli, Catuscia Palamidessi, Tommaso Cucinotta

  12109-12117

  2024-03-24

• Compressing Image-to-Image Translation GANs Using Local Density Structures on Their Learned Manifold

  Alireza Ganjdanesh, Shangqian Gao, Hirad Alipanah, Heng Huang

  12118-12126

  2024-03-24

• ACT: Empowering Decision Transformer with Dynamic Programming via Advantage Conditioning

  Chen-Xiao Gao, Chenyang Wu, Mingjun Cao, Rui Kong, Zongzhang Zhang, Yang Yu

  12127-12135

  2024-03-24

• Get a Head Start: On-Demand Pedagogical Policy Selection in Intelligent Tutoring

  Ge Gao, Xi Yang, Min Chi

  12136-12144

  2024-03-24

• Rethinking Causal Relationships Learning in Graph Neural Networks

  Hang Gao, Chengyu Yao, Jiangmeng Li, Lingyu Si, Yifan Jin, Fengge Wu, Changwen Zheng, Huaping Liu

  12145-12154

  2024-03-24

• AVSegFormer: Audio-Visual Segmentation with Transformer

  Shengyi Gao, Zhe Chen, Guo Chen, Wenhai Wang, Tong Lu

  12155-12163

  2024-03-24

• Eliciting Kemeny Rankings

  Anne-Marie George, Christos Dimitrakakis

  12164-12171

  2024-03-24

• Interactive Hyperparameter Optimization in Multi-Objective Problems via Preference Learning

  Joseph Giovanelli, Alexander Tornede, Tanja Tornede, Marius Lindauer

  12172-12180

  2024-03-24

• Layer Compression of Deep Networks with Straight Flows

  Chengyue Gong, Xiaocong Du, Bhargav Bhushanam, Lemeng Wu, Xingchao Liu, Dhruv Choudhary, Arun Kejariwal, Qiang Liu

  12181-12189

  2024-03-24

• Fast and Controllable Post-training Sparsity: Learning Optimal Sparsity Allocation with Global Constraint in Minutes

  Ruihao Gong, Yang Yong, Zining Wang, Jinyang Guo, Xiuying Wei, Yuqing Ma, Xianglong Liu

  12190-12198

  2024-03-24

• DeepSaDe: Learning Neural Networks That Guarantee Domain Constraint Satisfaction

  Kshitij Goyal, Sebastijan Dumancic, Hendrik Blockeel

  12199-12207

  2024-03-24

• Taming the Sigmoid Bottleneck: Provably Argmaxable Sparse Multi-Label Classification

  Andreas Grivas, Antonio Vergari, Adam Lopez

  12208-12216

  2024-03-24

• Summarizing Stream Data for Memory-Constrained Online Continual Learning

  Jianyang Gu, Kai Wang, Wei Jiang, Yang You

  12217-12225

  2024-03-24

• G-Adapter: Towards Structure-Aware Parameter-Efficient Transfer Learning for Graph Transformer Networks

  Anchun Gui, Jinqiang Ye, Han Xiao

  12226-12234

  2024-03-24

• FedCSL: A Scalable and Accurate Approach to Federated Causal Structure Learning

  Xianjie Guo, Kui Yu, Lin Liu, Jiuyong Li

  12235-12243

  2024-03-24

• Ternary Spike: Learning Ternary Spikes for Spiking Neural Networks

  Yufei Guo, Yuanpei Chen, Xiaode Liu, Weihang Peng, Yuhan Zhang, Xuhui Huang, Zhe Ma

  12244-12252

  2024-03-24

• From Past to Future: Rethinking Eligibility Traces

  Dhawal Gupta, Scott M. Jordan, Shreyas Chaudhari, Bo Liu, Philip S. Thomas, Bruno Castro da Silva

  12253-12260

  2024-03-24

• Domain-Aware Fine-Tuning: Enhancing Neural Network Adaptability

  Seokhyeon Ha, Sunbeom Jeong, Jungwoo Lee

  12261-12269

  2024-03-24