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MetaCoCo: A New Few-Shot Classification Benchmark with Spurious
  Correlation

MetaCoCo: A New Few-Shot Classification Benchmark with Spurious Correlation

30 April 2024
Min Zhang
Haoxuan Li
Leilei Gan
Kun Kuang
    OODD
ArXiv (abs)PDFHTMLGithub (2★)

Papers citing "MetaCoCo: A New Few-Shot Classification Benchmark with Spurious Correlation"

8 / 8 papers shown
Spurious-Aware Prototype Refinement for Reliable Out-of-Distribution Detection
Spurious-Aware Prototype Refinement for Reliable Out-of-Distribution Detection
Reihaneh Zohrabi
Hosein Hasani
M. Baghshah
Anna Rohrbach
Marcus Rohrbach
M. Rohban
OODD
321
1
0
30 Jun 2025
Safety Mirage: How Spurious Correlations Undermine VLM Safety Fine-Tuning and Can Be Mitigated by Machine Unlearning
Safety Mirage: How Spurious Correlations Undermine VLM Safety Fine-Tuning and Can Be Mitigated by Machine Unlearning
Yiwei Chen
Yuguang Yao
Yihua Zhang
Bingquan Shen
Gaowen Liu
Sijia Liu
AAMLMU
327
6
0
14 Mar 2025
Transforming Game Play: A Comparative Study of DCQN and DTQN
  Architectures in Reinforcement Learning
Transforming Game Play: A Comparative Study of DCQN and DTQN Architectures in Reinforcement Learning
William A. Stigall
312
1
0
14 Oct 2024
Be Aware of the Neighborhood Effect: Modeling Selection Bias under
  Interference
Be Aware of the Neighborhood Effect: Modeling Selection Bias under Interference
Haoxuan Li
Chunyuan Zheng
Sihao Ding
Peng Wu
Zhi Geng
Fuli Feng
Xiangnan He
CML
197
12
0
30 Apr 2024
Debiased Collaborative Filtering with Kernel-Based Causal Balancing
Debiased Collaborative Filtering with Kernel-Based Causal Balancing
Haoxuan Li
Chunyuan Zheng
Yanghao Xiao
Peng Wu
Zhi Geng
Xu Chen
Peng Cui
CML
297
24
0
30 Apr 2024
AuG-KD: Anchor-Based Mixup Generation for Out-of-Domain Knowledge
  Distillation
AuG-KD: Anchor-Based Mixup Generation for Out-of-Domain Knowledge DistillationInternational Conference on Learning Representations (ICLR), 2024
Zihao Tang
Zheqi Lv
Shengyu Zhang
Yifan Zhou
Xinyu Duan
Leilei Gan
Kun Kuang
355
4
0
11 Mar 2024
InfiAgent-DABench: Evaluating Agents on Data Analysis Tasks
InfiAgent-DABench: Evaluating Agents on Data Analysis TasksInternational Conference on Machine Learning (ICML), 2024
Xueyu Hu
Ziyu Zhao
Shuang Wei
Ziwei Chai
Qianli Ma
...
Jiwei Li
Kun Kuang
Yang Yang
Hongxia Yang
Leilei Gan
LMTDELM
266
93
0
10 Jan 2024
RotoGBML: Towards Out-of-Distribution Generalization for Gradient-Based
  Meta-Learning
RotoGBML: Towards Out-of-Distribution Generalization for Gradient-Based Meta-LearningIEEE International Conference on Multimedia and Expo (ICME), 2023
Min Zhang
Zifeng Zhuang
Zhitao Wang
Xuetao Zhang
Wen-Bin Li
165
7
0
12 Mar 2023
1