1 code implementation • 23 Apr 2024 • Aojun Lu, Tao Feng, Hangjie Yuan, Xiaotian Song, Yanan sun
This paper seeks to bridge this gap between network architecture design and CL, and to present a holistic study on the impact of network architectures on CL.
1 code implementation • 21 Apr 2024 • Tao Feng, Lizhen Qu, Zhuang Li, Haolan Zhan, Yuncheng Hua, Gholamreza Haffari
Machine learning models have made incredible progress, but they still struggle when applied to examples from unseen domains.
no code implementations • 8 Apr 2024 • Jie Liu, Tao Feng, Yan Jiang, Peizheng Wang, Chao Wu
However, the inherent replicability and privacy concerns of data make it challenging to directly apply traditional trading theories to data markets.
no code implementations • 1 Apr 2024 • Ang Bian, Wei Li, Hangjie Yuan, Chengrong Yu, Zixiang Zhao, Mang Wang, Aojun Lu, Tao Feng
A general framework of C-Flat applied to all CL categories and a thorough comparison with loss minima optimizer and flat minima based CL approaches is presented in this paper, showing that our method can boost CL performance in almost all cases.
no code implementations • 11 Mar 2024 • Ziqi Gao, Tao Feng, Jiaxuan You, Chenyi Zi, Yan Zhou, Chen Zhang, Jia Li
In this work, by taking each chain as a node and assembly actions as edges, we show that an acyclic undirected connected graph can be used to predict the structure of multi-chain protein complexes (a. k. a., protein complex modelling, PCM).
no code implementations • 17 Feb 2024 • Haolan Zhan, Zhuang Li, Xiaoxi Kang, Tao Feng, Yuncheng Hua, Lizhen Qu, Yi Ying, Mei Rianto Chandra, Kelly Rosalin, Jureynolds Jureynolds, Suraj Sharma, Shilin Qu, Linhao Luo, Lay-Ki Soon, Zhaleh Semnani Azad, Ingrid Zukerman, Gholamreza Haffari
While collecting sufficient human-authored data is costly, synthetic conversations provide suitable amounts of data to help mitigate the scarcity of training data, as well as the chance to assess the alignment between LLMs and humans in the awareness of social norms.
no code implementations • 2 Feb 2024 • Haolan Zhan, YuFei Wang, Tao Feng, Yuncheng Hua, Suraj Sharma, Zhuang Li, Lizhen Qu, Zhaleh Semnani Azad, Ingrid Zukerman, Gholamreza Haffari
Negotiation is a crucial ability in human communication.
1 code implementation • 29 Jan 2024 • Yuncheng Hua, Zhuang Li, Linhao Luo, Kadek Ananta Satriadi, Tao Feng, Haolan Zhan, Lizhen Qu, Suraj Sharma, Ingrid Zukerman, Zhaleh Semnani-Azad, Gholamreza Haffari
We have released our code and software at:~\url{https://github. com/AnonymousEACLDemo/SADAS}.
1 code implementation • 19 Dec 2023 • Hangjie Yuan, Shiwei Zhang, Xiang Wang, Yujie Wei, Tao Feng, Yining Pan, Yingya Zhang, Ziwei Liu, Samuel Albanie, Dong Ni
To tackle this problem, we propose InstructVideo to instruct text-to-video diffusion models with human feedback by reward fine-tuning.
no code implementations • 25 Oct 2023 • Zizhao Zhang, Yi Yang, Lutong Zou, He Wen, Tao Feng, Jiaxuan You
Benefiting from high-quality datasets and standardized evaluation metrics, machine learning (ML) has achieved sustained progress and widespread applications.
no code implementations • 9 Oct 2023 • Pengcheng Xu, Tao Feng, Tianfan Fu, Siddhartha Laghuvarapu, Jimeng Sun
In contrast to the traditional RNN-based models, our proposed method exhibits superior performance in generating compounds predicted to be active against various biological targets, capturing long-term dependencies in the molecular structure sequence.
no code implementations • 4 Oct 2023 • Tao Feng, Zifeng Wang, Jimeng Sun
Specifically, we employ a teacher LLM to create a curriculum for instruction tuning of the student LLM, namely Curriculum Instruction TunING (CITING).
3 code implementations • ICCV 2023 • Hangjie Yuan, Shiwei Zhang, Xiang Wang, Samuel Albanie, Yining Pan, Tao Feng, Jianwen Jiang, Dong Ni, Yingya Zhang, Deli Zhao
In this paper, we propose RLIPv2, a fast converging model that enables the scaling of relational pre-training to large-scale pseudo-labelled scene graph data.
Ranked #1 on Zero-Shot Human-Object Interaction Detection on HICO-DET (using extra training data)
1 code implementation • 29 May 2023 • Tao Feng, Jie Zhang, Peizheng Wang, Zhijie Wang
The expenses involved in training state-of-the-art deep hashing retrieval models have witnessed an increase due to the adoption of more sophisticated models and large-scale datasets.
no code implementations • 1 May 2023 • Liang Bai, Hangjie Yuan, Tao Feng, Hong Song, Jian Yang
Furthermore, we present the NBA-IOD and Volleyball-IOD datasets as the benchmark and investigate the IOD tasks of the players systematically.
1 code implementation • 24 Apr 2023 • Haolan Zhan, Zhuang Li, YuFei Wang, Linhao Luo, Tao Feng, Xiaoxi Kang, Yuncheng Hua, Lizhen Qu, Lay-Ki Soon, Suraj Sharma, Ingrid Zukerman, Zhaleh Semnani-Azad, Gholamreza Haffari
To the best of our knowledge, SocialDial is the first socially-aware dialogue dataset that covers multiple social factors and has fine-grained labels.
Cultural Vocal Bursts Intensity Prediction Synthetic Data Generation
1 code implementation • 2 Mar 2023 • Tao Feng, Lizhen Qu, Gholamreza Haffari
In this paper, we conduct the first study on spurious correlations for open-domain response generation models based on a corpus CGDIALOG curated in our work.
no code implementations • 18 Dec 2022 • Haolan Zhan, YuFei Wang, Tao Feng, Yuncheng Hua, Suraj Sharma, Zhuang Li, Lizhen Qu, Gholamreza Haffari
Negotiation is one of the crucial abilities in human communication, and there has been a resurgent research interest in negotiation dialogue systems recently, which goal is to empower intelligent agents with such ability that can efficiently help humans resolve conflicts or reach beneficial agreements.
no code implementations • 28 Nov 2022 • Tao Feng, Hangjie Yuan, Mang Wang, Ziyuan Huang, Ang Bian, Jianzhou Zhang
Learning from changing tasks and sequential experience without forgetting the obtained knowledge is a challenging problem for artificial neural networks.
no code implementations • 27 Nov 2022 • Yufan Zhang, Honglin Wen, Tao Feng, Yize Chen
Numerical studies demonstrate compared with the benchmarking strategy, the proposed approach can reduce the price to the reference point with less efforts in demand reduction.
3 code implementations • 5 Sep 2022 • Hangjie Yuan, Jianwen Jiang, Samuel Albanie, Tao Feng, Ziyuan Huang, Dong Ni, Mingqian Tang
The task of Human-Object Interaction (HOI) detection targets fine-grained visual parsing of humans interacting with their environment, enabling a broad range of applications.
Ranked #16 on Human-Object Interaction Detection on HICO-DET
1 code implementation • CVPR 2022 • Tao Feng, Mang Wang, Hangjie Yuan
In this paper, we propose a response-based incremental distillation method, dubbed Elastic Response Distillation (ERD), which focuses on elastically learning responses from the classification head and the regression head.
no code implementations • 26 Oct 2021 • Tao Feng, Mang Wang
However, fine-tuning directly on a well-trained detection model with only new data will leads to catastrophic forgetting.
no code implementations • 10 Aug 2021 • Zefang Zong, Tao Feng, Tong Xia, Depeng Jin, Yong Li
For each problem, we comprehensively introduce the existing DRL solutions.
1 code implementation • 10 May 2021 • Shi Yu, Zhenghao Liu, Chenyan Xiong, Tao Feng, Zhiyuan Liu
In this paper, we present a Conversational Dense Retrieval system, ConvDR, that learns contextualized embeddings for multi-turn conversational queries and retrieves documents solely using embedding dot products.
no code implementations • 4 Feb 2021 • Tao Feng, Sirui Song, Tong Xia, Yong Li
In this paper, we develop an Individual-based Reinforcement Learning Epidemic Control Agent (IDRLECA) to search for smart epidemic control strategies that can simultaneously minimize infections and the cost of mobility intervention.
no code implementations • 2 Sep 2020 • Tao Feng, Weicong Li, Jingkun Zhou
In this paper, we resolve a conjecture of Green and Liebeck [Disc.
Combinatorics