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|---|---|---|---|---|---|---|---|---|---|---|---|---|
Workshop/XAIA
|
https://openreview.net/forum?id=iqXixXrMKa
|
poster
|
2310.18496
|
How Well Do Feature-Additive Explainers Explain Feature-Additive Predictors?
|
[
"Zachariah Carmichael",
"Walter Scheirer"
] |
[
"https://github.com/craymichael/PostHocExplainerEvaluation"
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/XAIA
|
https://openreview.net/forum?id=iMR4ukkUFU
|
poster
|
A Simple Scoring Function to Fool SHAP: Stealing from the One Above
|
[
"Jun Yuan",
"Aritra Dasgupta"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/XAIA
|
https://openreview.net/forum?id=hpuOA3nkVW
|
poster
|
Explaining Longitudinal Clinical Outcomes using Domain-Knowledge driven Intermediate Concepts
|
[
"Sayantan Kumar",
"Thomas Kannampallil",
"Aristeidis Sotiras",
"Philip Payne"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/XAIA
|
https://openreview.net/forum?id=hkfsR3HMuj
|
poster
|
2305.17588
|
Diagnosing Transformers: Illuminating Feature Spaces for Clinical Decision-Making
|
[
"Aliyah Hsu",
"Yeshwanth Cherapanamjeri",
"Briton Park",
"Tristan Naumann",
"Anobel Odisho",
"Bin Yu"
] |
https://huggingface.co/papers/2305.17588
|
[
"https://github.com/adelaidehsu/path_model_evaluation"
] |
[] |
[] |
[] |
NeurIPS2024
|
|
Workshop/XAIA
|
https://openreview.net/forum?id=h6OT5pzrGc
|
poster
|
Visual Topics via Visual Vocabularies
|
[
"Shreya Havaldar",
"Weiqiu You",
"Lyle Ungar",
"Eric Wong"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/XAIA
|
https://openreview.net/forum?id=h5usKrxCH2
|
poster
|
2310.06514
|
AttributionLab: Faithfulness of Feature Attribution Under Controllable Environments
|
[
"Yang Zhang",
"Yawei Li",
"Hannah Brown",
"Mina Rezaei",
"Bernd Bischl",
"Philip Torr",
"Ashkan Khakzar",
"Kenji Kawaguchi"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/XAIA
|
https://openreview.net/forum?id=gh69Bu7k48
|
poster
|
2407.12401
|
Geometric Remove-and-Retrain (GOAR): Coordinate-Invariant eXplainable AI Assessment
|
[
"Yong-Hyun Park",
"Junghoon Seo",
"Bomseok Park",
"Seongsu Lee",
"Junghyo Jo"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/XAIA
|
https://openreview.net/forum?id=fPnpjEhyxv
|
poster
|
2311.15838
|
Utilizing Explainability Techniques for Reinforcement Learning Model Assurance
|
[
"Alexander Tapley"
] |
https://huggingface.co/papers/2311.15838
|
[
"https://github.com/mitre/arlin"
] |
[] |
[] |
[] |
NeurIPS2024
|
|
Workshop/XAIA
|
https://openreview.net/forum?id=ewagDhIy8Y
|
poster
|
2311.01655
|
Detecting Spurious Correlations via Robust Visual Concepts in Real and AI-Generated Image Classification
|
[
"Preetam Prabhu Srikar Dammu",
"Chirag Shah"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/XAIA
|
https://openreview.net/forum?id=d7FsEtYjvN
|
poster
|
Towards the next generation explainable AI that promotes AI-human mutual understanding
|
[
"Janet Hsiao",
"Antoni Chan"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/XAIA
|
https://openreview.net/forum?id=cBXiaGUcK8
|
poster
|
2311.04047
|
Extracting human interpretable structure-property relationships in chemistry using XAI and large language models
|
[
"Geemi Wellawatte",
"Philippe Schwaller"
] |
[
"https://github.com/geemi725/xpertai"
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/XAIA
|
https://openreview.net/forum?id=bhvlGMbONN
|
poster
|
Are VideoQA Models Truly Multimodal?
|
[
"Ishaan Rawal",
"Shantanu Jaiswal",
"Basura Fernando",
"Cheston Tan"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/XAIA
|
https://openreview.net/forum?id=bGsW1wSIxQ
|
poster
|
Interactive Model Correction with Natural Language
|
[
"Yoonho Lee",
"Michelle Lam",
"Helena Vasconcelos",
"Michael Bernstein",
"Chelsea Finn"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/XAIA
|
https://openreview.net/forum?id=ag1CpSUjPS
|
poster
|
2212.06925
|
On the Relationship Between Explanation and Prediction: A Causal View
|
[
"Amir-Hossein Karimi",
"Krikamol Muandet",
"Simon Kornblith",
"Bernhard Schölkopf",
"Been Kim"
] |
https://huggingface.co/papers/2212.06925
|
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|
Workshop/XAIA
|
https://openreview.net/forum?id=Zbt9z0a95l
|
poster
|
Piecewise Linear Parametrization of Policies: Towards Interpretable Deep Reinforcement Learning
|
[
"Maxime Wabartha",
"Joelle Pineau"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/XAIA
|
https://openreview.net/forum?id=YVQSGT6ME0
|
poster
|
2302.06836
|
COMET: Neural Cost Model Explanation Framework
|
[
"Isha Chaudhary",
"Alex Renda",
"Charith Mendis",
"Gagandeep Singh"
] |
[
"https://github.com/uiuc-focal-lab/comet"
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/XAIA
|
https://openreview.net/forum?id=WyBAWwpqTY
|
poster
|
2307.05471
|
Scale Alone Does not Improve Mechanistic Interpretability in Vision Models
|
[
"Roland Zimmermann",
"Thomas Klein",
"Wieland Brendel"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/XAIA
|
https://openreview.net/forum?id=ThwzmgEwm5
|
poster
|
ReLax: An Efficient and Scalable Recourse Explanation Benchmarking Library using JAX
|
[
"Hangzhi Guo",
"Xinchang Xiong",
"Wenbo Zhang",
"Amulya Yadav"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/XAIA
|
https://openreview.net/forum?id=SCcOu4hJ97
|
poster
|
Caution to the Exemplars: On the Intriguing Effects of Example Choice on Human Trust in XAI
|
[
"Tobias Leemann",
"Yao Rong",
"Thai-Trang Nguyen",
"Enkelejda Kasneci",
"Gjergji Kasneci"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/XAIA
|
https://openreview.net/forum?id=QPqL9xsYOf
|
poster
|
Policy graphs in action: explaining single- and multi-agent behaviour using predicates
|
[
"Adrián Tormos",
"Victor Abalos",
"Dmitry Gnatyshak",
"Sergio Alvarez-Napagao"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/XAIA
|
https://openreview.net/forum?id=OIbmpF4ZR9
|
poster
|
2310.19658
|
Explaining Tree Model Decisions in Natural Language for Network Intrusion Detection
|
[
"Noah Ziems",
"Gang Liu",
"John Flanagan",
"Meng Jiang"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/XAIA
|
https://openreview.net/forum?id=N5RmOXuTDo
|
poster
|
ObEy: Quantifiable Object-based Explainability without Ground-Truth Annotations
|
[
"Lennart Schulze",
"William Ho",
"Richard Zemel"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/XAIA
|
https://openreview.net/forum?id=Liw9vOCxe2
|
poster
|
Cost-aware counterfactuals for black box explanations
|
[
"Natalia Martinez",
"Kanthi Sarpatwar",
"Sumanta Mukherjee",
"Roman Vaculin"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/XAIA
|
https://openreview.net/forum?id=KPtW2SU0my
|
poster
|
2311.07763
|
The Disagreement Problem in Faithfulness Metrics
|
[
"Brian Barr",
"Noah Fatsi",
"Leif Hancox-Li",
"Peter Richter",
"Daniel Proano"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/XAIA
|
https://openreview.net/forum?id=JqfN8vp1ov
|
poster
|
2211.15060
|
Interactive Visual Feature Search
|
[
"Devon Ulrich",
"Ruth Fong"
] |
[
"https://github.com/lookingglasslab/visualfeaturesearch"
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/XAIA
|
https://openreview.net/forum?id=GL7RDOru1k
|
poster
|
Empowering Domain Experts to Detect Social Bias in Generative AI with User-Friendly Interfaces
|
[
"Roy Jiang",
"Rafal Kocielnik",
"Adhithya Prakash Saravanan",
"Pengrui Han",
"R. Michael Alvarez",
"Anima Anandkumar"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/XAIA
|
https://openreview.net/forum?id=FSmlu6xrUt
|
poster
|
2401.13544
|
Beyond Concept Bottleneck Models: How to Make Black Boxes Intervenable?
|
[
"Ričards Marcinkevičs",
"Sonia Laguna",
"Moritz Vandenhirtz",
"Julia Vogt"
] |
[
"https://github.com/sonialagunac/beyond-cbm"
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/XAIA
|
https://openreview.net/forum?id=F6RPYDUIZr
|
poster
|
Do Concept Bottleneck Models Obey Locality?
|
[
"Naveen Raman",
"Mateo Espinosa Zarlenga",
"Juyeon Heo",
"Mateja Jamnik"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/XAIA
|
https://openreview.net/forum?id=DkyNNQPmSj
|
poster
|
2312.08063
|
Estimation of Concept Explanations Should be Uncertainty Aware
|
[
"Vihari Piratla",
"Juyeon Heo",
"Sukriti Singh",
"Adrian Weller"
] |
[
"https://github.com/vps-anonconfs/uace"
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/XAIA
|
https://openreview.net/forum?id=CKPGhnMADQ
|
poster
|
2311.07426
|
Optimising Human-AI Collaboration by Learning Convincing Explanations
|
[
"Alex Chan",
"Alihan Hüyük",
"Mihaela van der Schaar"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/XAIA
|
https://openreview.net/forum?id=ANrzX5KFAG
|
poster
|
Diffusion-Guided Counterfactual Generation for Model Explainability
|
[
"Nishtha Madaan",
"Srikanta Bedathur"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/XAIA
|
https://openreview.net/forum?id=9yXEqVKacK
|
poster
|
2207.01917
|
GLANCE: Global to Local Architecture-Neutral Concept-based Explanations
|
[
"Avinash Kori",
"Ben Glocker",
"Francesca Toni"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/XAIA
|
https://openreview.net/forum?id=9i4AcMYE6o
|
poster
|
2206.08204
|
Inherent Inconsistencies of Feature Importance
|
[
"Nimrod Harel",
"Uri Obolski",
"Ran Gilad-Bachrach"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/XAIA
|
https://openreview.net/forum?id=8BR8EaWNTZ
|
poster
|
On Evaluating Explanation Utility for Human-AI Decision-Making in NLP
|
[
"Fateme Hashemi Chaleshtori",
"Atreya Ghosal",
"Ana Marasovic"
] |
[
"https://github.com/utahnlp/nlp-explanation-utility-guideline"
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/XAIA
|
https://openreview.net/forum?id=81FSrQxgEv
|
poster
|
ExpLIMEable: An exploratory framework for LIME
|
[
"Sonia Laguna",
"Julian Heidenreich",
"Jiugeng Sun",
"Nilüfer Cetin",
"Ibrahim Al Hazwani",
"Udo Schlegel",
"Furui Cheng",
"Mennatallah El-Assady"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/XAIA
|
https://openreview.net/forum?id=3oysFpd6Pq
|
poster
|
Influence Based Approaches to Algorithmic Fairness: A Closer Look
|
[
"Soumya Ghosh",
"Prasanna Sattigeri",
"Inkit Padhi",
"Manish Nagireddy",
"Jie Chen"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/XAIA
|
https://openreview.net/forum?id=3BX9tM03GT
|
poster
|
2305.09863
|
Explaining black box text modules in natural language with language models
|
[
"Chandan Singh",
"Aliyah Hsu",
"Richard Antonello",
"Shailee Jain",
"Alexander Huth",
"Bin Yu",
"Jianfeng Gao"
] |
https://huggingface.co/papers/2305.09863
|
[
"https://github.com/microsoft/automated-explanations"
] |
[] |
[] |
[] |
NeurIPS2024
|
|
Workshop/XAIA
|
https://openreview.net/forum?id=2CfzKrx1vr
|
poster
|
2303.06419
|
Use Perturbations when Learning from Explanations
|
[
"Juyeon Heo",
"Vihari Piratla",
"Matthew Wicker",
"Adrian Weller"
] |
[
"https://github.com/vihari/robust_mlx"
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/XAIA
|
https://openreview.net/forum?id=112o4j4VCY
|
poster
|
2305.14979
|
Assessment of the Reliablity of a Model's Decision by Generalizing Attribution to the Wavelet Domain
|
[
"Gabriel Kasmi",
"Laurent Dubus",
"Yves-Marie Saint-Drenan",
"Philippe BLANC"
] |
https://huggingface.co/papers/2305.14979
|
[
"https://github.com/gabrielkasmi/spectral-attribution"
] |
[] |
[] |
[] |
NeurIPS2024
|
|
Workshop/NeurReps
|
https://openreview.net/forum?id=yqGoKziEvY
|
poster
|
Learning Useful Representations of Recurrent Neural Network Weight Matrices
|
[
"Vincent Herrmann",
"Francesco Faccio",
"Jürgen Schmidhuber"
] |
[
"https://github.com/vincentherrmann/rnn-weights-representation-learning"
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/NeurReps
|
https://openreview.net/forum?id=yW1HcKnFcG
|
poster
|
2207.06888
|
Distance Learner: Incorporating Manifold Prior to Model Training
|
[
"Aditya Chetan",
"Nipun Kwatra"
] |
[
"https://github.com/microsoft/distance-learner"
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/NeurReps
|
https://openreview.net/forum?id=wIS0vop9R7
|
poster
|
An Information-Theoretic Understanding of Maximum Manifold Capacity Representations
|
[
"Victor Lecomte",
"Rylan Schaeffer",
"Berivan Isik",
"Mikail Khona",
"Yann LeCun",
"Sanmi Koyejo",
"Andrey Gromov",
"Ravid Shwartz-Ziv"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/NeurReps
|
https://openreview.net/forum?id=uOjSFxFz5k
|
oral
|
2310.03530
|
Joint Group Invariant Functions on Data-Parameter Domain Induce Universal Neural Networks
|
[
"Sho Sonoda",
"Hideyuki Ishi",
"Isao Ishikawa",
"Masahiro Ikeda"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/NeurReps
|
https://openreview.net/forum?id=u7r2160QiP
|
poster
|
Sample Efficient Modeling of Drag Coefficients for Satellites with Symmetry
|
[
"Neel Sortur",
"Linfeng Zhao",
"Robin Walters"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/NeurReps
|
https://openreview.net/forum?id=tIrGgIn8jr
|
poster
|
2311.11891
|
AMES: A Differentiable Embedding Space Selection Framework for Latent Graph Inference
|
[
"Yuan Lu",
"Haitz Sáez de Ocáriz Borde",
"Pietro Lio"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/NeurReps
|
https://openreview.net/forum?id=rmdSVvC1Qk
|
poster
|
Optimal packing of attractor states in neural representations
|
[
"John Vastola"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/NeurReps
|
https://openreview.net/forum?id=ql3u5ITQ5C
|
poster
|
Grokking in recurrent networks with attractive and oscillatory dynamics
|
[
"Keith Murray"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/NeurReps
|
https://openreview.net/forum?id=qMdWGydOli
|
poster
|
Quantifying Lie Group Learning with Local Symmetry Error
|
[
"Vasco Portilheiro"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/NeurReps
|
https://openreview.net/forum?id=q1zZJrXoIe
|
poster
|
2310.17191
|
How do language models bind entities in context?
|
[
"Jiahai Feng",
"Jacob Steinhardt"
] |
https://huggingface.co/papers/2310.17191
|
[
"https://github.com/jiahai-feng/binding-iclr"
] |
[] |
[] |
[] |
NeurIPS2024
|
|
Workshop/NeurReps
|
https://openreview.net/forum?id=oD8DD5jQ5I
|
oral
|
2310.16555
|
Towards Information Theory-Based Discovery of Equivariances
|
[
"Hippolyte Charvin",
"Nicola Catenacci Volpi",
"Daniel Polani"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/NeurReps
|
https://openreview.net/forum?id=mQ1gpEXE3W
|
poster
|
2305.13404
|
Improving Convergence and Generalization Using Parameter Symmetries
|
[
"Bo Zhao",
"Robert Gower",
"Robin Walters",
"Rose Yu"
] |
https://huggingface.co/papers/2305.13404
|
[
"https://github.com/rose-stl-lab/teleportation-optimization"
] |
[] |
[] |
[] |
NeurIPS2024
|
|
Workshop/NeurReps
|
https://openreview.net/forum?id=kLwwaBdWAJ
|
oral
|
2309.06402
|
Expressive dynamics models with nonlinear injective readouts enable reliable recovery of latent features from neural activity
|
[
"Christopher Versteeg",
"Andrew Sedler",
"Jonathan McCart",
"Chethan Pandarinath"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/NeurReps
|
https://openreview.net/forum?id=jdT7PuqdSt
|
oral
|
2311.08851
|
Data Augmentations in Deep Weight Spaces
|
[
"Aviv Shamsian",
"David Zhang",
"Aviv Navon",
"Yan Zhang",
"Miltiadis Kofinas",
"Idan Achituve",
"Riccardo Valperga",
"Gertjan Burghouts",
"Efstratios Gavves",
"Cees Snoek",
"Ethan Fetaya",
"Gal Chechik",
"Haggai Maron"
] |
https://huggingface.co/papers/2311.08851
|
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|
Workshop/NeurReps
|
https://openreview.net/forum?id=gt9dDWc6GL
|
poster
|
2312.04600
|
Haldane Bundles: A Dataset for Learning to Predict the Chern Number of Line Bundles on the Torus
|
[
"Cody Tipton",
"Elizabeth Coda",
"Davis Brown",
"Alyson Bittner",
"Jung Lee",
"Grayson Jorgenson",
"Tegan Emerson",
"Henry Kvinge"
] |
https://huggingface.co/papers/2312.04600
|
[
"https://github.com/shadtome/haldane-bundles"
] |
[] |
[] |
[] |
NeurIPS2024
|
|
Workshop/NeurReps
|
https://openreview.net/forum?id=fv0W1Yyg2v
|
poster
|
How Capable Can a Transformer Become? A Study on Synthetic, Interpretable Tasks
|
[
"Rahul Ramesh",
"Mikail Khona",
"Robert P. Dick",
"Hidenori Tanaka",
"Ekdeep Singh Lubana"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/NeurReps
|
https://openreview.net/forum?id=fjLD4U1MP7
|
poster
|
Structure-wise Uncertainty for Curvilinear Image Segmentation
|
[
"Saumya Gupta",
"Xiaoling Hu",
"Chao Chen"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/NeurReps
|
https://openreview.net/forum?id=eY6zf3mk4d
|
oral
|
2211.10558
|
Internal Representations of Vision Models Through the Lens of Frames on Data Manifolds
|
[
"Henry Kvinge",
"Grayson Jorgenson",
"Davis Brown",
"Charles Godfrey",
"Tegan Emerson"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/NeurReps
|
https://openreview.net/forum?id=e9JBa515z2
|
oral
|
2205.14938
|
Spectral Maps for Learning on Subgraphs
|
[
"Marco Pegoraro",
"Riccardo Marin",
"Arianna Rampini",
"Simone Melzi",
"Luca Cosmo",
"Emanuele Rodolà"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/NeurReps
|
https://openreview.net/forum?id=e9EFqkfu2X
|
oral
|
2311.04744
|
Euclidean, Projective, Conformal: Choosing a Geometric Algebra for Equivariant Transformers
|
[
"Pim De Haan",
"Taco Cohen",
"Johann Brehmer"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/NeurReps
|
https://openreview.net/forum?id=dq53F97iVv
|
oral
|
On Complex Network Dynamics of an In-Vitro Neuronal System during Rest and Gameplay
|
[
"Moein Khajehnejad",
"Forough Habibollahi",
"Alon Loeffler",
"Brett Kagan",
"Adeel Razi"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/NeurReps
|
https://openreview.net/forum?id=dZbqejZB2V
|
poster
|
On the Varied Faces of Overparameterization in Supervised and Self-Supervised Learning
|
[
"Matteo Gamba",
"Arna Ghosh",
"Kumar Krishna Agrawal",
"Blake Aaron Richards",
"Hossein Azizpour",
"Mårten Björkman"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/NeurReps
|
https://openreview.net/forum?id=dM8HXlBFJU
|
poster
|
2307.13608
|
Geometric Epitope and Paratope Prediction
|
[
"Marco Pegoraro",
"Clémentine Dominé",
"Emanuele Rodolà",
"Petar Veličković",
"Andreea Deac"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/NeurReps
|
https://openreview.net/forum?id=d55JaRL9wh
|
oral
|
Symmetry Breaking and Equivariant Neural Networks
|
[
"Sékou-Oumar Kaba",
"Siamak Ravanbakhsh"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/NeurReps
|
https://openreview.net/forum?id=c9u8tH1WA0
|
poster
|
RelWire: Metric Based Graph Rewiring
|
[
"Rishi Sonthalia",
"Anna Gilbert",
"Matthew Durham"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/NeurReps
|
https://openreview.net/forum?id=ZtAabWUPu3
|
poster
|
Sheaf-based Positional Encodings for Graph Neural Networks
|
[
"Yu He",
"Cristian Bodnar",
"Pietro Lio"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/NeurReps
|
https://openreview.net/forum?id=ZobkKCTaiY
|
poster
|
2306.01930
|
Structural Similarities Between Language Models and Neural Response Measurements
|
[
"Jiaang Li",
"Antonia Karamolegkou",
"Yova Kementchedjhieva",
"Mostafa Abdou",
"Sune Lehmann",
"Anders Søgaard"
] |
https://huggingface.co/papers/2306.01930
|
[
"https://github.com/coastalcph/brain2llm"
] |
[] |
[] |
[] |
NeurIPS2024
|
|
Workshop/NeurReps
|
https://openreview.net/forum?id=ZLjUgDeGIC
|
poster
|
INRFormer: Neuron Permutation Equivariant Transformer on Implicit Neural Representations
|
[
"Lei Zhou",
"Varun Belagali",
"Joseph Bae",
"Prateek Prasanna",
"Dimitris Samaras"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/NeurReps
|
https://openreview.net/forum?id=ZFu7CPtznY
|
poster
|
2311.06547
|
From Charts to Atlas: Merging Latent Spaces into One
|
[
"Donato Crisostomi",
"Irene Cannistraci",
"Luca Moschella",
"Pietro Barbiero",
"Marco Ciccone",
"Pietro Lio",
"Emanuele Rodolà"
] |
[
"https://github.com/crisostomi/latent-aggregation"
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/NeurReps
|
https://openreview.net/forum?id=XGFy3oFu7h
|
poster
|
Growing Brains in Recurrent Neural Networks for Multiple Cognitive Tasks
|
[
"Ziming Liu",
"Mikail Khona",
"Ila Fiete",
"Max Tegmark"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/NeurReps
|
https://openreview.net/forum?id=UGJkxLNVGh
|
poster
|
Are “Hierarchical” Visual Representations Hierarchical?
|
[
"Ethan Shen",
"Ali Farhadi",
"Aditya Kusupati"
] |
[
"https://github.com/ethanlshen/hiernet"
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/NeurReps
|
https://openreview.net/forum?id=TOLUNEz5kI
|
poster
|
2308.13816
|
Homological Convolutional Neural Networks
|
[
"Antonio Briola",
"Yuanrong Wang",
"Silvia Bartolucci",
"Tomaso Aste"
] |
[
"https://github.com/financialcomputingucl/homologicalcnn"
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/NeurReps
|
https://openreview.net/forum?id=TF2RcrcTP2
|
poster
|
Visual Scene Representation with Hierarchical Equivariant Sparse Coding
|
[
"Christian A Shewmake",
"Domas Buracas",
"Hansen Lillemark",
"Jinho Shin",
"Erik J Bekkers",
"Nina Miolane",
"Bruno Olshausen"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/NeurReps
|
https://openreview.net/forum?id=QcxL26Y23o
|
oral
|
2310.01211
|
From Bricks to Bridges: Product of Invariances to Enhance Latent Space Communication
|
[
"Irene Cannistraci",
"Luca Moschella",
"Marco Fumero",
"Valentino Maiorca",
"Emanuele Rodolà"
] |
https://huggingface.co/papers/2310.01211
|
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|
Workshop/NeurReps
|
https://openreview.net/forum?id=NWyf3wb330
|
poster
|
Symmetry-based Learning of Radiance Fields for Rigid Objects
|
[
"Zhiwei Han",
"Stefan Matthes",
"Hao Shen",
"Yuanting Liu"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/NeurReps
|
https://openreview.net/forum?id=NJS6568y79
|
poster
|
2308.04870
|
Decorrelating neurons using persistence
|
[
"Rubén Ballester",
"Carles Casacuberta",
"Sergio Escalera"
] |
[
"https://github.com/rballeba/decorrelatingneuronsusingpersistence"
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/NeurReps
|
https://openreview.net/forum?id=Mrssld4TyD
|
poster
|
2211.08486
|
Scalar Invariant Networks with Zero Bias
|
[
"Chuqin Geng",
"Xiaojie Xu",
"Haolin Ye",
"Xujie Si"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/NeurReps
|
https://openreview.net/forum?id=Mo5qZaBl8v
|
poster
|
2302.08643
|
Fast Temporal Wavelet Graph Neural Networks
|
[
"Duc Thien Nguyen",
"Tuan Nguyen",
"Truong Son Hy",
"Risi Kondor"
] |
[
"https://github.com/hysonlab/twgnn"
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/NeurReps
|
https://openreview.net/forum?id=LQoejMxeiv
|
poster
|
Manifold-augmented Eikonal Equations: Geodesic Distances and Flows on Differentiable Manifolds.
|
[
"Daniel Kelshaw",
"Luca Magri"
] |
[
"https://github.com/danielkelshaw/riemax"
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/NeurReps
|
https://openreview.net/forum?id=KWUA0n6Dpv
|
poster
|
Pitfalls in Measuring Neural Transferability
|
[
"Suryaka Suresh",
"Vinayak Abrol",
"Anshul Thakur"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/NeurReps
|
https://openreview.net/forum?id=IqUVsae1iK
|
poster
|
2311.03629
|
Random Field Augmentations for Self-Supervised Representation Learning
|
[
"Philip Mansfield",
"Arash Afkanpour",
"Warren Morningstar",
"Karan Singhal"
] |
https://huggingface.co/papers/2311.03629
|
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|
Workshop/NeurReps
|
https://openreview.net/forum?id=GX4axrya0A
|
poster
|
Changes in the geometry of hippocampal representations across brain states
|
[
"Wannan Yang",
"Chen Sun",
"Gyorgy Buzsaki"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/NeurReps
|
https://openreview.net/forum?id=GUNTnnd4Hw
|
poster
|
2310.05401
|
Entropy-MCMC: Sampling from Flat Basins with Ease
|
[
"Bolian Li",
"Ruqi Zhang"
] |
[
"https://github.com/lblaoke/emcmc"
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/NeurReps
|
https://openreview.net/forum?id=EoyeHdfJ6l
|
poster
|
Roto-translation Equivariant YOLO for Aerial Images
|
[
"Benjamin Maurel",
"Samy Blusseau",
"Santiago Velasco-Forero",
"Teodora Petrisor"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/NeurReps
|
https://openreview.net/forum?id=DPkBeXZV7a
|
poster
|
2310.08224
|
Emergence of Latent Binary Encoding in Deep Neural Network Classifiers
|
[
"Luigi Sbailò",
"Luca Ghiringhelli"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/NeurReps
|
https://openreview.net/forum?id=CwJIpWzgDP
|
poster
|
2311.16295
|
Testing Assumptions Underlying a Unified Theory for the Origin of Grid Cells
|
[
"Rylan Schaeffer",
"Mikail Khona",
"Adrian Bertagnoli",
"Sanmi Koyejo",
"Ila Fiete"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/NeurReps
|
https://openreview.net/forum?id=CeG8jzTL2k
|
poster
|
SO(3)-Equivariant Representation Learning in 2D Images
|
[
"Darnell Granberry",
"Alireza Nasiri",
"Jiayi Shou",
"Alex J Noble",
"Tristan Bepler"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/NeurReps
|
https://openreview.net/forum?id=BapLxMxUIm
|
poster
|
Self-Supervised Latent Symmetry Discovery via Class-Pose Decomposition
|
[
"Gustaf Tegnér",
"Hedvig Kjellstrom"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/NeurReps
|
https://openreview.net/forum?id=B3bxgPqxGT
|
poster
|
Discovering Latent Causes and Memory Modification: A Computational Approach Using Symmetry and Geometry
|
[
"Arif Dönmez"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/NeurReps
|
https://openreview.net/forum?id=ApeIFsnRvk
|
poster
|
On the Information Geometry of Vision Transformers
|
[
"Sonia Joseph",
"Kumar Krishna Agrawal",
"Arna Ghosh",
"Blake Aaron Richards"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/NeurReps
|
https://openreview.net/forum?id=9kxkYY7B3j
|
poster
|
The Variability of Representations in Mice and Humans Changes with Learning, Engagement, and Attention
|
[
"Praveen Venkatesh",
"Corbett C Bennett",
"Sam Gale",
"Juri Minxha",
"Hristos Courellis",
"Greggory Robert Heller",
"Tamina Keira Ramirez",
"Severine Durand",
"Ueli Rutishauser",
"Shawn R Olsen",
"Stefan Mihalas"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/NeurReps
|
https://openreview.net/forum?id=9TQE2xGCbf
|
poster
|
2306.02956
|
Explicit Neural Surfaces: Learning Continuous Geometry with Deformation Fields
|
[
"Thomas Walker",
"Octave Mariotti",
"Amir Vaxman",
"Hakan Bilen"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/NeurReps
|
https://openreview.net/forum?id=9G0e8QrpxP
|
poster
|
Symmetric Models for Radar Response Modeling
|
[
"Colin Kohler",
"Nathan Vaska",
"Ramya Muthukrishnan",
"Whangbong Choi",
"Jung Yeon Park",
"Justin Goodwin",
"Rajmonda Caceres",
"Robin Walters"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/NeurReps
|
https://openreview.net/forum?id=8zWcBUoeR6
|
poster
|
2211.09231
|
The Surprising Effectiveness of Equivariant Models in Domains with Latent Symmetry
|
[
"Dian Wang",
"Jung Yeon Park",
"Neel Sortur",
"Lawson Wong",
"Robin Walters",
"Robert Platt"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/NeurReps
|
https://openreview.net/forum?id=8NA7a1mCdu
|
poster
|
Large language models partially converge toward human-like concept organization
|
[
"Jonathan Gabel Christiansen",
"Mathias Gammelgaard",
"Anders Søgaard"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/NeurReps
|
https://openreview.net/forum?id=7jHGa1nS47
|
poster
|
2410.03424
|
Cayley Graph Propagation
|
[
"JJ Wilson",
"Petar Veličković"
] |
[
"https://github.com/josephjwilson/cayley_graph_propagation"
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/NeurReps
|
https://openreview.net/forum?id=5W9so5v0OU
|
oral
|
Geometry of abstract learned knowledge in deep RL agents
|
[
"James Mochizuki-Freeman",
"Md Rysul Kabir",
"Mitesh Gulecha",
"Zoran Tiganj"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/NeurReps
|
https://openreview.net/forum?id=4OSJeCAMi6
|
poster
|
Curvature Fields from Shading Fields
|
[
"Xinran Han",
"Todd Zickler"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/NeurReps
|
https://openreview.net/forum?id=3ItzNHPov9
|
poster
|
A Comparison of Equivariant Vision Models with ImageNet Pre-training
|
[
"David Klee",
"Jung Yeon Park",
"Robert Platt",
"Robin Walters"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/NeurReps
|
https://openreview.net/forum?id=2sLBXyVsPE
|
poster
|
2310.13164
|
Almost Equivariance via Lie Algebra Convolutions
|
[
"Daniel McNeela"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/NeurReps
|
https://openreview.net/forum?id=2EuaV9an6m
|
poster
|
Deep Ridgelet Transform: Voice with Koopman Operator Constructively Proves Universality of Formal Deep Networks
|
[
"Sho Sonoda",
"Yuka Hashimoto",
"Isao Ishikawa",
"Masahiro Ikeda"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
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