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• Combining Adversaries with Anti-adversaries in Training

  Xiaoling Zhou, Nan Yang, Ou Wu

  11435-11442

  2023-06-26

• Continual Learning by Using Information of Each Class Holistically

  Wenpeng Hu, Qi Qin, Mengyu Wang, Jinwen Ma, Bing Liu

  7797-7805

  2021-05-18

• Compressing Deep Convolutional Neural Networks by Stacking Low-dimensional Binary Convolution Filters

  Weichao Lan, Liang Lan

  8235-8242

  2021-05-18

• LimeAttack: Local Explainable Method for Textual Hard-Label Adversarial Attack

  Hai Zhu, Qingyang Zhao, Weiwei Shang, Yuren Wu, Kai Liu

  19759-19767

  2024-03-24

• `Less Than One'-Shot Learning: Learning N Classes From M < N Samples

  Ilia Sucholutsky, Matthias Schonlau

  9739-9746

  2021-05-18

• Instance Smoothed Contrastive Learning for Unsupervised Sentence Embedding

  Hongliang He, Junlei Zhang, Zhenzhong Lan, Yue Zhang

  12863-12871

  2023-06-26

• Learning Modality-Specific Representations with Self-Supervised Multi-Task Learning for Multimodal Sentiment Analysis

  Wenmeng Yu, Hua Xu, Ziqi Yuan, Jiele Wu

  10790-10797

  2021-05-18

• Ordered Counterfactual Explanation by Mixed-Integer Linear Optimization

  Kentaro Kanamori, Takuya Takagi, Ken Kobayashi, Yuichi Ike, Kento Uemura, Hiroki Arimura

  11564-11574

  2021-05-18

• Segmentation of Tweets with URLs and its Applications to Sentiment Analysis

  Abdullah Aljebreen, Weiyi Meng, Eduard Dragut

  12480-12488

  2021-05-18

• Multi-Dimensional Explanation of Target Variables from Documents

  Diego Antognini, Claudiu Musat, Boi Faltings

  12507-12515

  2021-05-18

• Improving the Efficiency and Effectiveness for BERT-based Entity Resolution

  Bing Li, Yukai Miao, Yaoshu Wang, Yifang Sun, Wei Wang

  13226-13233

  2021-05-18

• Generate Your Counterfactuals: Towards Controlled Counterfactual Generation for Text

  Nishtha Madaan, Inkit Padhi, Naveen Panwar, Diptikalyan Saha

  13516-13524

  2021-05-18

• Bridging Towers of Multi-task Learning with a Gating Mechanism for Aspect-based Sentiment Analysis and Sequential Metaphor Identification

  Rui Mao, Xiao Li

  13534-13542

  2021-05-18

• A Simple and Effective Self-Supervised Contrastive Learning Framework for Aspect Detection

  Tian Shi, Liuqing Li, Ping Wang, Chandan K. Reddy

  13815-13824

  2021-05-18

• An Equivalence Analysis of Binary Quantification Methods

  Alberto Castaño, Jaime Alonso, Pablo González, Juan José del Coz

  6944-6952

  2023-06-26

• A Speaker Turn-Aware Multi-Task Adversarial Network for Joint User Satisfaction Estimation and Sentiment Analysis

  Kaisong Song, Yangyang Kang, Jiawei Liu, Xurui Li, Changlong Sun, Xiaozhong Liu

  13582-13590

  2023-06-26

• Decoupled Optimisation for Long-Tailed Visual Recognition

  Cong Cong, Shiyu Xuan, Sidong Liu, Shiliang Zhang, Maurice Pagnucco, Yang Song

  1380-1388

  2024-03-24

• ITRIX - an AI Enabled Solution for Orchestration of Recovery Instructions

  Wanita Sherchan, Garfield Vaughn, Shaila Pervin, Bryan Barone

  16106-16107

  2021-05-18

• AdaTask: A Task-Aware Adaptive Learning Rate Approach to Multi-Task Learning

  Enneng Yang, Junwei Pan, Ximei Wang, Haibin Yu, Li Shen, Xihua Chen, Lei Xiao, Jie Jiang, Guibing Guo

  10745-10753

  2023-06-26

• FaceCoresetNet: Differentiable Coresets for Face Set Recognition

  Gil Shapira, Yosi Keller

  4748-4756

  2024-03-24

• Ordinal Programmatic Weak Supervision and Crowdsourcing for Estimating Cognitive States (Student Abstract)

  Prakruthi Pradeep, Benedikt Boecking, Nicholas Gisolfi, Jacob R. Kintz, Torin K. Clark, Artur Dubrawski

  16304-16305

  2024-07-15

• Context-Aware Transformer for 3D Point Cloud Automatic Annotation

  Xiaoyan Qian, Chang Liu, Xiaojuan Qi, Siew-Chong Tan, Edmund Lam, Ngai Wong

  2082-2090

  2023-06-26

• Lyapunov-Stable Deep Equilibrium Models

  Haoyu Chu, Shikui Wei, Ting Liu, Yao Zhao, Yuto Miyatake

  11615-11623

  2024-03-24

• Uncertainty Regularized Evidential Regression

  Kai Ye, Tiejin Chen, Hua Wei, Liang Zhan

  16460-16468

  2024-03-24

• Robustly Train Normalizing Flows via KL Divergence Regularization

  Kun Song, Ruben Solozabal, Hao Li, Martin Takáč, Lu Ren, Fakhri Karray

  15047-15055

  2024-03-24