Meenakshi Khosla

35 papers A* 4Journal 26Unranked 5

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Barycentric alignment for instance-level comparison of neural representations. CoRR Shreya Saha, Zoe Wanying He, Meenakshi Khosla
2026	J	`jnl`	Partial Soft-Matching Distance for Neural Representational Comparison with Partial Unit Correspondence. CoRR Chaitanya Kapoor, Alex H. Williams, Meenakshi Khosla
2025	J	`jnl`	A Data-driven Typology of Vision Models from Integrated Representational Metrics. CoRR Jialin Wu, Shreya Saha, Yiqing Bo, Meenakshi Khosla
2025	J	`jnl`	Brain-Model Evaluations Need the NeuroAI Turing Test. CoRR Jenelle Feather, Meenakshi Khosla, N. Apurva Ratan Murty, Aran Nayebi
2025	J	`jnl`	Bridging Critical Gaps in Convergent Learning: How Representational Alignment Evolves Across Layers, Training, and Distribution Shifts. CoRR Chaitanya Kapoor, Sudhanshu Srivastava, Meenakshi Khosla
2025	J	`jnl`	Integrated representational signatures strengthen specificity in brains and models. CoRR Jialin Wu, Shreya Saha, Yiqing Bo, Meenakshi Khosla
2025	J	`jnl`	Measuring the Measures: Discriminative Capacity of Representational Similarity Metrics Across Model Families. CoRR Jialin Wu, Shreya Saha, Yiqing Bo, Meenakshi Khosla
2025	J	`jnl`	Modeling the language cortex with form-independent and enriched representations of sentence meaning reveals remarkable semantic abstractness. CoRR Shreya Saha, Shurui Li, Greta Tuckute, Yuanning Li, Ru-Yuan Zhang, Leila Wehbe, Evelina Fedorenko, Meenakshi Khosla
2025	J	`jnl`	Representational Alignment Across Model Layers and Brain Regions with Hierarchical Optimal Transport. CoRR Shaan Shah, Meenakshi Khosla
2025	A*	`conf`	Seeing Through Words, Speaking Through Pixels: Deep Representational Alignment Between Vision and Language Models. EMNLP Zoe Wanying He, Sean Trott, Meenakshi Khosla
2025	J	`jnl`	Seeing Through Words, Speaking Through Pixels: Deep Representational Alignment Between Vision and Language Models. CoRR Zoe Wanying He, Sean Trott, Meenakshi Khosla
2025	A*	`conf`	Sparse components distinguish visual pathways & their alignment to neural networks. ICLR Ammar I Marvi, Nancy Kanwisher, Meenakshi Khosla
2025	J	`jnl`	Sparse components distinguish visual pathways & their alignment to neural networks. CoRR Ammar I Marvi, Nancy Kanwisher, Meenakshi Khosla
2025	J	`jnl`	Superposition disentanglement of neural representations reveals hidden alignment. CoRR André Longon, David Klindt, Meenakshi Khosla
2024	J	`jnl`	Evaluating Representational Similarity Measures from the Lens of Functional Correspondence. CoRR Yiqing Bo, Ansh Soni, Sudhanshu Srivastava, Meenakshi Khosla
2024	J	`jnl`	Modeling the Human Visual System: Comparative Insights from Response-Optimized and Task-Optimized Vision Models, Language Models, and different Readout Mechanisms. CoRR Shreya Saha, Ishaan Chadha, Meenakshi Khosla
2023	—	`conf`	Soft Matching Distance: A metric on neural representations that captures single-neuron tuning. UniReps Meenakshi Khosla, Alex H. Williams
2023	J	`jnl`	Soft Matching Distance: A metric on neural representations that captures single-neuron tuning. CoRR Meenakshi Khosla, Alex H. Williams
2022	A*	`conf`	Characterizing the Ventral Visual Stream with Response-Optimized Neural Encoding Models. NeurIPS Meenakshi Khosla, Keith Jamison, Amy Kuceyeski, Mert R. Sabuncu
2022	J	`jnl`	NeuroGen: Activation optimized image synthesis for discovery neuroscience. NeuroImage Zijin Gu, Keith Jamison, Meenakshi Khosla, Emily J. Allen, Yihan Wu, Ghislain St-Yves, Thomas Naselaris, Kendrick N. Kay, Mert R. Sabuncu, Amy Kuceyeski
2022	J	`jnl`	Predicting individual task contrasts from resting-state functional connectivity using a surface-based convolutional network. NeuroImage Gia H. Ngo, Meenakshi Khosla, Keith Jamison, Amy Kuceyeski, Mert R. Sabuncu
2021	J	`jnl`	NeuroGen: activation optimized image synthesis for discovery neuroscience. CoRR Zijin Gu, Keith Jamison, Meenakshi Khosla, Emily J. Allen, Yihan Wu, Thomas Naselaris, Kendrick N. Kay, Mert R. Sabuncu, Amy Kuceyeski
2020	—	`conf`	A Shared Neural Encoding Model for the Prediction of Subject-Specific fMRI Response. MICCAI (7) Meenakshi Khosla, Gia H. Ngo, Keith Jamison, Amy Kuceyeski, Mert R. Sabuncu
2020	J	`jnl`	A shared neural encoding model for the prediction of subject-specific fMRI response. CoRR Meenakshi Khosla, Gia H. Ngo, Keith Jamison, Amy Kuceyeski, Mert R. Sabuncu
2020	—	`conf`	From Connectomic to Task-Evoked Fingerprints: Individualized Prediction of Task Contrasts from Resting-State Functional Connectivity. MICCAI (7) Gia H. Ngo, Meenakshi Khosla, Keith Jamison, Amy Kuceyeski, Mert R. Sabuncu
2020	J	`jnl`	From Connectomic to Task-evoked Fingerprints: Individualized Prediction of Task Contrasts from Resting-state Functional Connectivity. CoRR Gia H. Ngo, Meenakshi Khosla, Keith Jamison, Amy Kuceyeski, Mert R. Sabuncu
2020	A*	`conf`	Neural encoding with visual attention. NeurIPS Meenakshi Khosla, Gia H. Ngo, Keith Jamison, Amy Kuceyeski, Mert R. Sabuncu
2020	J	`jnl`	Neural encoding with visual attention. CoRR Meenakshi Khosla, Gia H. Ngo, Keith Jamison, Amy Kuceyeski, Mert R. Sabuncu
2019	—	`conf`	Detecting Abnormalities in Resting-State Dynamics: An Unsupervised Learning Approach. MLMI@MICCAI Meenakshi Khosla, Keith Jamison, Amy Kuceyeski, Mert R. Sabuncu
2019	J	`jnl`	Detecting abnormalities in resting-state dynamics: An unsupervised learning approach. CoRR Meenakshi Khosla, Keith Jamison, Amy Kuceyeski, Mert R. Sabuncu
2019	J	`jnl`	Ensemble learning with 3D convolutional neural networks for functional connectome-based prediction. NeuroImage Meenakshi Khosla, Keith Jamison, Amy Kuceyeski, Mert R. Sabuncu
2018	—	`conf`	3D Convolutional Neural Networks for Classification of Functional Connectomes. DLMIA/ML-CDS@MICCAI Meenakshi Khosla, Keith Jamison, Amy Kuceyeski, Mert R. Sabuncu
2018	J	`jnl`	3D Convolutional Neural Networks for Classification of Functional Connectomes. CoRR Meenakshi Khosla, Keith Jamison, Amy Kuceyeski, Mert R. Sabuncu
2018	J	`jnl`	Ensemble learning with 3D convolutional neural networks for connectome-based prediction. CoRR Meenakshi Khosla, Keith Jamison, Amy Kuceyeski, Mert R. Sabuncu
2018	J	`jnl`	Machine learning in resting-state fMRI analysis. CoRR Meenakshi Khosla, Keith Jamison, Gia H. Ngo, Amy Kuceyeski, Mert R. Sabuncu