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ICLR 2025 Workshop SCSL Submissions
Unveiling and Mitigating Shortcuts in Multimodal In-Context Learning
Yanshu Li
Published: 06 Mar 2025, Last Modified: 01 May 2025
SCSL @ ICLR 2025
Readers:
Everyone
Mitigating Simplicity Bias in Neural Networks: A Feature Sieve Modification, Regularization, and Self-Supervised Augmentation Approach
Gaurav Joshi
,
Parth Narendra Shah
,
Rachit Verma
Published: 06 Mar 2025, Last Modified: 01 May 2025
SCSL @ ICLR 2025
Readers:
Everyone
Object-Centric Representations Generalize Better Compositionally with Less Compute
Ferdinand Kapl
,
Amir Mohammad Karimi Mamaghan
,
Max Horn
,
Carsten Marr
,
Stefan Bauer
,
Andrea Dittadi
Published: 06 Mar 2025, Last Modified: 01 May 2025
SCSL @ ICLR 2025
Readers:
Everyone
BEYOND DECODABILITY: LINEAR FEATURE SPACES ENABLE VISUAL COMPOSITIONAL GENERALIZATION
Arnas Uselis
,
Andrea Dittadi
,
Seong Joon Oh
Published: 06 Mar 2025, Last Modified: 01 May 2025
SCSL @ ICLR 2025
Readers:
Everyone
LACER: Loss-Aware Clustering for Effective Reweighting
Saksham Rastogi
,
Polina Kirichenko
Published: 06 Mar 2025, Last Modified: 01 May 2025
SCSL @ ICLR 2025
Readers:
Everyone
Cross-Instance Contrastive Masking in Vision Transformers for Self-Supervised Hyperspectral Image Classification
Abhiroop Chatterjee
,
Susmita Ghosh
,
Ashish Ghosh
Published: 06 Mar 2025, Last Modified: 01 May 2025
SCSL @ ICLR 2025
Readers:
Everyone
Are We Done with Object-Centric Learning?
Alexander Rubinstein
,
Ameya Prabhu
,
Matthias Bethge
,
Seong Joon Oh
Published: 06 Mar 2025, Last Modified: 01 May 2025
SCSL @ ICLR 2025
Readers:
Everyone
Diagnosing the Effects of Pre-training Data on Fine-tuning and Subgroup Robustness for Occupational NER in Clinical Notes
Dana Moukheiber
,
Saurabh Mahindre
,
Mingchen Gao
Published: 06 Mar 2025, Last Modified: 01 May 2025
SCSL @ ICLR 2025
Readers:
Everyone
GradTune: Last-layer Fine-tuning for Group Robustness Without Group Annotation
Patrik Kenfack
,
Ulrich Aïvodji
,
Samira Ebrahimi Kahou
Published: 06 Mar 2025, Last Modified: 01 May 2025
SCSL @ ICLR 2025
Readers:
Everyone
Structured Robustness for Distribution Shifts
Erfan Darzi
,
Alexander Marx
Published: 06 Mar 2025, Last Modified: 01 May 2025
SCSL @ ICLR 2025
Readers:
Everyone
Assessing Robustness to Spurious Correlations in Post-Training Language Models
Julia Shuieh
,
Prasann Singhal
,
Apaar Shanker
,
John Heyer
,
George Pu
,
Samuel Marc Denton
Published: 06 Mar 2025, Last Modified: 01 May 2025
SCSL @ ICLR 2025
Readers:
Everyone
Can Transformers Learn Tasks of Varying Complexity In-context?
Puneesh Deora
,
Bhavya Vasudeva
,
Tina Behnia
,
Christos Thrampoulidis
Published: 06 Mar 2025, Last Modified: 01 May 2025
SCSL @ ICLR 2025
Readers:
Everyone
A Guide to Misinformation Detection Data and Evaluation
Camille Thibault
,
Jacob-Junqi Tian
,
Gabrielle Péloquin-Skulski
,
Taylor Lynn Curtis
,
James Zhou
,
Florence Laflamme
,
Yuxiang Guan
,
Reihaneh Rabbany
,
Jean-François Godbout
,
Kellin Pelrine
Published: 06 Mar 2025, Last Modified: 01 May 2025
SCSL @ ICLR 2025
Readers:
Everyone
Towards personalized healthcare without harm via bias modulation
Frank Ngaha
,
Patrik Kenfack
,
Ulrich Aïvodji
,
Samira Ebrahimi Kahou
Published: 06 Mar 2025, Last Modified: 01 May 2025
SCSL @ ICLR 2025
Readers:
Everyone
Exploiting What Trained Models Learn for Making Them Robust to Spurious Correlations without Group Annotations
Mahdi Ghaznavi
,
Hesam Asadollahzadeh
,
Fahimeh Hosseini Noohdani
,
Soroush Vafaie Tabar
,
Hosein Hasani
,
Taha Akbari Alvanagh
,
Mohammad Hossein Rohban
,
Mahdieh Soleymani Baghshah
Published: 06 Mar 2025, Last Modified: 01 May 2025
SCSL @ ICLR 2025
Readers:
Everyone
Mitigating Spurious Correlations in Image Recognition Models using Performance-Based Feature Sampling
Aarav Monga
,
Rajakrishnan Somou
,
Sonia Zhang
,
Antonio Ortega
Published: 06 Mar 2025, Last Modified: 01 May 2025
SCSL @ ICLR 2025
Readers:
Everyone
Bayesian Invariance Modeling of Multi-Environment Data
Luhuan Wu
,
Mingzhang Yin
,
Yixin Wang
,
John Patrick Cunningham
,
David Blei
Published: 06 Mar 2025, Last Modified: 01 May 2025
SCSL @ ICLR 2025
Readers:
Everyone
Evaluating Multi-modal Language Models Through Concept Hacking
Yijiang Li
,
Bingyang Wang
,
Tianwei Zhao
,
Qingying Gao
,
Hokin Deng
,
Dezhi Luo
Published: 06 Mar 2025, Last Modified: 01 May 2025
SCSL @ ICLR 2025
Readers:
Everyone
SpurLens: Finding Spurious Correlations in Multimodal LLMs
Parsa Hosseini
,
Sumit Nawathe
,
Mazda Moayeri
,
Sriram Balasubramanian
,
Soheil Feizi
Published: 06 Mar 2025, Last Modified: 01 May 2025
SCSL @ ICLR 2025
Readers:
Everyone
Meta Learning not to Learn: Robustly Informing Meta-Learning under Nuisance-Varying Families
Louis McConnell
Published: 06 Mar 2025, Last Modified: 01 May 2025
SCSL @ ICLR 2025
Readers:
Everyone
Spawrious: A Benchmark for Fine Control of Spurious Correlation Biases
Aengus Lynch
,
Gbetondji Jean-Sebastien Dovonon
,
Jean Kaddour
,
Ricardo Silva
Published: 06 Mar 2025, Last Modified: 01 May 2025
SCSL @ ICLR 2025
Readers:
Everyone
Towards Brain Inspired Design for Addressing the Shortcomings of ANNs
Fahad Sarfraz
,
Bahram Zonooz
,
Elahe Arani
Published: 06 Mar 2025, Last Modified: 01 May 2025
SCSL @ ICLR 2025
Readers:
Everyone
Excessive Supervision and Shortcuts Prevent In-domain Learning of Trivial Graph Search
Arvid Frydenlund
Published: 06 Mar 2025, Last Modified: 01 May 2025
SCSL @ ICLR 2025
Readers:
Everyone
VACT: A Video Automatic Causal Testing System and a Benchmark
Haotong Yang
,
Qingyuan Zheng
,
Yunjian Gao
,
Yongkun Yang
,
Yangbo He
,
Zhouchen Lin
,
Muhan Zhang
Published: 06 Mar 2025, Last Modified: 01 May 2025
SCSL @ ICLR 2025
Readers:
Everyone
Spurious Equilibrium in Segmentation Models and Recurrent Processing in Human Vision
Kailas D
,
Brejesh Lall
Published: 06 Mar 2025, Last Modified: 01 May 2025
SCSL @ ICLR 2025
Readers:
Everyone
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