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Workshop/GLFrontiers
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https://openreview.net/forum?id=sC6NcC4ns9
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Hamed Shirzad",
"Balaji Venkatachalam",
"Ameya Velingker",
"Danica Sutherland",
"David Woodruff"
] |
Low-Width Approximations and Sparsification for Scaling Graph Transformers
| null |
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Workshop/GLFrontiers
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https://openreview.net/forum?id=q2xXh4M9Dx
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Caterina Graziani",
"Tamara Drucks",
"Monica Bianchini",
"franco scarselli",
"Thomas Gärtner"
] |
No PAIN no Gain: More Expressive GNNs with Paths
| null |
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Workshop/GLFrontiers
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https://openreview.net/forum?id=nMdpkeYKzJ
|
poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Ege Erdogan",
"Simon Geisler",
"Stephan Günnemann"
] |
Poisoning × Evasion: Symbiotic Adversarial Robustness for Graph Neural Networks
| null |
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Workshop/GLFrontiers
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https://openreview.net/forum?id=mv5sZrQwLM
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Edo Cohen-Karlik",
"Eyal Rozenberg",
"Daniel Freedman"
] |
Order Agnostic Autoregressive Graph Generation
| null |
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Workshop/GLFrontiers
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https://openreview.net/forum?id=lSa6SEEqTL
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Qiyu Kang",
"Kai Zhao",
"Yang Song",
"Yihang Xie",
"Yanan Zhao",
"Sijie Wang",
"Rui She",
"Wee Peng Tay"
] |
Coupling Graph Neural Networks with Non-Integer Order Dynamics: A Robustness Study
| null |
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Workshop/GLFrontiers
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https://openreview.net/forum?id=lR5NYB9zrv
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Veronica Lachi",
"Alice Moallemy-Oureh",
"Andreas Roth",
"Pascal Welke"
] |
Graph Pooling Provably Improves Expressivity
| null |
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Workshop/GLFrontiers
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https://openreview.net/forum?id=jyfiPivRBH
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Jin Huang",
"Xingjian Zhang",
"Qiaozhu Mei",
"Jiaqi Ma"
] |
Can LLMs Effectively Leverage Graph Structural Information: When and Why
| null |
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Workshop/GLFrontiers
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https://openreview.net/forum?id=i8JgQVS30K
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Alex Davies",
"Riku Green",
"Nirav Ajmeri",
"Telmo Silva Filho"
] |
Its All Graph To Me: Single-Model Graph Representation Learning on Multiple Domains
| null |
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Workshop/GLFrontiers
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https://openreview.net/forum?id=hySoEBuTuM
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Xuan Li",
"Zhanke Zhou",
"Jiangchao Yao",
"Yu Rong",
"Lu Zhang",
"Bo Han"
] |
Long-Range Neural Atom Learning for Molecular Graphs
| null |
|||
Workshop/GLFrontiers
|
https://openreview.net/forum?id=gXCqzpvhuD
|
oral
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Franka Bause",
"Fabian Jogl",
"Patrick Indri",
"Tamara Drucks",
"David Penz",
"Nils Kriege",
"Thomas Gärtner",
"Pascal Welke",
"Maximilian Thiessen"
] |
Maximally Expressive GNNs for Outerplanar Graphs
| null |
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Workshop/GLFrontiers
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https://openreview.net/forum?id=fLEPS2BwRL
|
poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Ali Behrouz",
"Parsa Delavari",
"Farnoosh Hashemi"
] |
Unsupervised Representation Learning of Brain Activity via Bridging Voxel Activity and Functional Connectivity
| null |
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Workshop/GLFrontiers
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https://openreview.net/forum?id=eYyZisiBG3
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Adriana Gonzalez Cavazos"
] |
Explaining Drug Repositioning: A Case-Based Reasoning Graph Neural Network Approach
| null |
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Workshop/GLFrontiers
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https://openreview.net/forum?id=e8ba9Hu1mM
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Guy Bar-Shalom",
"Beatrice Bevilacqua",
"Haggai Maron"
] |
Subgraphormer: Subgraph GNNs meet Graph Transformers
| null |
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Workshop/GLFrontiers
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https://openreview.net/forum?id=d1oVSv97ZM
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Shuai Wang",
"Jiayi Shen",
"Athanasios Efthymiou",
"Stevan Rudinac",
"Monika Kackovic",
"Nachoem Wijnberg",
"Marcel Worring"
] |
ProtoHG: Prototype-Enhanced Hypergraph Learning for Heterogeneous Information Networks
| null |
|||
Workshop/GLFrontiers
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https://openreview.net/forum?id=ck099Dyu4j
|
poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Bowen Jin",
"Wentao Zhang",
"Yu Zhang",
"Yu Meng",
"Han Zhao",
"Jiawei Han"
] |
Learning Multiplex Embeddings on Text-rich Networks with One Text Encoder
| null |
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Workshop/GLFrontiers
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https://openreview.net/forum?id=a9loLCbWs1
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Guoji Fu",
"Mohammed Haroon Dupty",
"Yanfei Dong",
"Wee Sun Lee"
] |
Implicit Graph Neural Diffusion Based on Constrained Dirichlet Energy Minimization
| null |
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Workshop/GLFrontiers
|
https://openreview.net/forum?id=YXSJxi8dOV
|
oral
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Federico Berto",
"Chuanbo Hua",
"Junyoung Park",
"Minsu Kim",
"Hyeonah Kim",
"Jiwoo Son",
"Haeyeon Kim",
"Joungho Kim",
"Jinkyoo Park"
] |
RL4CO: a Unified Reinforcement Learning for Combinatorial Optimization Library
| null |
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Workshop/GLFrontiers
|
https://openreview.net/forum?id=XanCwCz4mR
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Varun Kausika",
"Saurabh Jha",
"Adya Jha",
"Amy Zhang",
"Michael Sury"
] |
CuriousWalk: Enhancing Multi-Hop Reasoning in Graphs with Random Network Distillation
| null |
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Workshop/GLFrontiers
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https://openreview.net/forum?id=U0EPHUDrot
|
poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Thu Trang Dinh",
"Julia Handl",
"Luis Ospina-Forero"
] |
On the modelling and impact of negative edges in graph convolutional networks for node classification
| null |
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Workshop/GLFrontiers
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https://openreview.net/forum?id=TsjGaj45Li
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oral
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Florian Sestak",
"Lisa Schneckenreiter",
"Sepp Hochreiter",
"Andreas Mayr",
"Günter Klambauer"
] |
VN-EGNN: Equivariant Graph Neural Networks with Virtual Nodes Enhance Protein Binding Site Identification
| null |
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Workshop/GLFrontiers
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https://openreview.net/forum?id=ScNNo7v4t0
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Zhikai Chen",
"Haitao Mao",
"Hang Li",
"Wei Jin",
"Hongzhi Wen",
"Xiaochi Wei",
"Shuaiqiang Wang",
"Dawei Yin",
"Wenqi Fan",
"Hui Liu",
"Jiliang Tang"
] |
Exploring the Potential of Large Language Models (LLMs) in Learning on Graph
| null |
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Workshop/GLFrontiers
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https://openreview.net/forum?id=QA3Z1cPDrc
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Dobrik Georgiev",
"Pietro Lio",
"Jakub Bachurski",
"Junhua Chen",
"Tunan Shi"
] |
Beyond Erdos-Renyi: Generalization in Algorithmic Reasoning on Graphs
| null |
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Workshop/GLFrontiers
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https://openreview.net/forum?id=PYcp183GBL
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Dolores Garcia",
"Gregor Kržmanc",
"Philipp Zehetner",
"Jan Kieseler",
"Michele Selvaggi"
] |
Towards Particle Flow Event Reconstruction at the Future Circular Collider with GNNs
| null |
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Workshop/GLFrontiers
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https://openreview.net/forum?id=NE8Da26bEW
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Han Xuanyuan",
"Tianxiang Zhao",
"Dongsheng Luo"
] |
Shedding Light on Random Dropping and Oversmoothing
| null |
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Workshop/GLFrontiers
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https://openreview.net/forum?id=JTRErQb2oN
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Zhongyu Ouyang",
"Shifu Hou",
"Shang Ma",
"Chaoran Chen",
"Chunhui Zhang",
"Toby Li",
"Xusheng Xiao",
"Chuxu Zhang",
"Yanfang Ye"
] |
Prompt Learning Unlocked for App Promotion in the Wild
| null |
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Workshop/GLFrontiers
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https://openreview.net/forum?id=I5hf3opvgK
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Amit Roy",
"Juan Shu",
"Olivier Elshocht",
"Jeroen Smeets",
"Ruqi Zhang",
"Pan Li"
] |
GAD-EBM: Graph Anomaly Detection using Energy-Based Models
| null |
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Workshop/GLFrontiers
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https://openreview.net/forum?id=HKdsrm5nCW
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Mohit Kataria",
"Aditi Khandelwal",
"Rocktim Das",
"Sandeep Kumar",
"Jayadeva Jayadeva"
] |
Linear Complexity Framework for Feature-Aware Graph Coarsening via Hashing
| null |
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Workshop/GLFrontiers
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https://openreview.net/forum?id=EVp40Cz0PR
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Sumedh B G",
"Sanjay Patnala",
"Himil Vasava",
"Akshay Sethi",
"Sonia Gupta"
] |
SATG : Structure Aware Transformers on Graphs for Node Classification
| null |
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Workshop/GLFrontiers
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https://openreview.net/forum?id=BaxFC3z9R6
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Hongkang Li",
"Meng Wang",
"Tengfei Ma",
"Sijia Liu",
"ZAIXI ZHANG",
"Pin-Yu Chen"
] |
What Improves the Generalization of Graph Transformer? A Theoretical Dive into Self-attention and Positional Encoding
| null |
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Workshop/GLFrontiers
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https://openreview.net/forum?id=947KhgKKGG
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Nanxiang Wang",
"Chen Lin",
"Michael Bronstein",
"Philip Torr"
] |
Towards Flexible, Efficient, and Effective Tensor Product Networks
| null |
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Workshop/GLFrontiers
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https://openreview.net/forum?id=7xlWBzaeJN
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oral
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Yanjing Li",
"Hannan Xu",
"Haiteng Zhao",
"Hongyu Guo",
"Shengchao Liu"
] |
ChatPathway: Conversational Large Language Models for Biology Pathway Detection
| null |
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Workshop/GLFrontiers
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https://openreview.net/forum?id=5RA0ysv8PX
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Puja Trivedi",
"Mark Heimann",
"Rushil Anirudh",
"Danai Koutra",
"Jayaraman J. Thiagarajan"
] |
Estimating Epistemic Uncertainty of Graph Neural Networks using Stochastic Centering
| null |
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Workshop/GLFrontiers
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https://openreview.net/forum?id=4tGqks76l7
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Ehsan Hajiramezanali",
"Sepideh Maleki",
"Alex Tseng",
"Aicha BenTaieb",
"Gabriele Scalia",
"Tommaso Biancalani"
] |
On the Consistency of GNN Explainability Methods
| null |
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Workshop/GLFrontiers
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https://openreview.net/forum?id=421Y6z81UZ
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Jian Vora"
] |
GNN Predictions on k-hop Egonets Boosts Adversarial Robustness
| null |
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Workshop/GLFrontiers
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https://openreview.net/forum?id=0oY0LPPH4e
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Ce Zhang",
"Simon Stepputtis",
"Joseph Campbell",
"Katia Sycara",
"Yaqi Xie"
] |
Robust Hierarchical Scene Graph Generation
| null |
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Workshop/GLFrontiers
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https://openreview.net/forum?id=0YeJyvv2rO
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Xiao Yue",
"Bo Liu",
"Andrew Meng",
"Guangzhi Qu"
] |
MCGC: an MLP-based supervised Contrastive learning framework for Graph Classification
| null |
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Workshop/ATTRIB
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https://openreview.net/forum?id=uSvN2oozRK
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poster
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NeurIPS2024
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NaT
| null | null |
Does It Know?: Probing and Benchmarking Uncertainty in Language Model Latent Beliefs
| null |
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Workshop/ATTRIB
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https://openreview.net/forum?id=lDeysxpH6W
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NeurIPS2024
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NaT
| null | null |
Mining the Diamond Miner: Mechanistic Interpretability on the Video PreTraining Agent
| null |
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Workshop/ATTRIB
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https://openreview.net/forum?id=klVoedPgtY
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NeurIPS2024
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NaT
| null | null |
Threshold KNN-Shapley: A Linear-Time and Privacy-Friendly Approach to Data Valuation (Workshop Version)
| null |
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Workshop/ATTRIB
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https://openreview.net/forum?id=ie6hRGMCp2
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
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Adversarial Attacks on Neuron Interpretation via Activation Maximization
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Workshop/ATTRIB
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https://openreview.net/forum?id=i0x5EKSDdq
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poster
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NeurIPS2024
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NaT
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Divergence at the Interpolation Threshold: Identifying, Interpreting Ablating the Sources of a Deep Learning Puzzle
| null |
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Workshop/ATTRIB
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https://openreview.net/forum?id=csilNwWnoG
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
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Efficient Data Valuation for Weighted Nearest Neighbor Algorithms
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https://openreview.net/forum?id=bqOzmRPGCX
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NeurIPS2024
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NaT
| null | null |
Object Detection in Deep Neural Networks Differs from Humans in the Periphery
| null |
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https://openreview.net/forum?id=Zqj3YQ1QAC
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NeurIPS2024
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NaT
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Formal Definition of Fingerprints Improves Attribution of Generative Models
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https://openreview.net/forum?id=KLVL0Kj6E8
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NeurIPS2024
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NaT
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Self-Select: Optimizing Instruction Selection for Large Language Models
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https://openreview.net/forum?id=Hi9zCFiiNw
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NeurIPS2024
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NaT
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Speculative Behavior: An Approach to Large Language Model Evaluation and Optimization
| null |
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https://openreview.net/forum?id=G8RRE6zDGm
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NeurIPS2024
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NaT
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Algorithm Selection with Priority Order for Instances
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https://openreview.net/forum?id=EKvqw9k3lC
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poster
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NeurIPS2024
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NaT
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Backtracking Mathematical Reasoning of Language Models to the Pretraining Data
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https://openreview.net/forum?id=CgHj6c4t5g
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NeurIPS2024
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NaT
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Forbidden Facts: An Investigation of Competing Objectives in Llama 2
| null |
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https://openreview.net/forum?id=13VkFDTKHH
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NeurIPS2024
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NaT
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Data Attribution for Segmentation Models
| null |
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Workshop/UniReps
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https://openreview.net/forum?id=zV0gv4a4Yj
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Celia Cintas",
"Payel Das",
"Jarret Ross",
"Brian Belgodere",
"Girmaw Abebe Tadesse",
"Vijil Chenthamarakshan",
"Jannis Born",
"Skyler Speakman"
] |
Characterizing pre-trained and task-adapted molecular representations
| null |
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https://openreview.net/forum?id=uviLSCIsvt
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Ziming Liu",
"Ziqian Zhong",
"Max Tegmark"
] |
Grokking as Simplification: A Nonlinear Complexity Perspective
| null |
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Workshop/UniReps
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https://openreview.net/forum?id=ul5OdS6pfU
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Till Aczel",
"Roger Wattenhofer"
] |
Efficient Multimodal Alignment: To Freeze or Not to Freeze?
| null |
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https://openreview.net/forum?id=uVZB637Dgx
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Cindy Wu",
"Ekdeep Singh Lubana",
"Bruno Kacper Mlodozeniec",
"Robert Kirk",
"David Krueger"
] |
What Mechanisms Does Knowledge Distillation Distill?
| null |
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Workshop/UniReps
|
https://openreview.net/forum?id=uKWqDnLI3o
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Dan Friedman",
"Andrew Kyle Lampinen",
"Lucas Dixon",
"Danqi Chen",
"Asma Ghandeharioun"
] |
Comparing Representational and Functional Similarity in Small Transformer Language Models
| null |
|||
Workshop/UniReps
|
https://openreview.net/forum?id=rGCabZfV3d
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Matteo Ferrante",
"Tommaso Boccato",
"Furkan Ozcelik",
"Rufin VanRullen",
"Nicola Toschi"
] |
Multimodal decoding of human brain activity into images and text
| null |
|||
Workshop/UniReps
|
https://openreview.net/forum?id=qqdHkqHmfA
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Khai Loong Aw",
"Syrielle Montariol",
"Badr AlKhamissi",
"Martin Schrimpf",
"Antoine Bosselut"
] |
Instruction-tuned LLMs with World Knowledge are More Aligned to the Human Brain
| null |
|||
Workshop/UniReps
|
https://openreview.net/forum?id=qNZ3Tyrq9C
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Jun-Peng Jiang",
"Han-Jia Ye",
"Leye Wang",
"Yang Yang",
"Yuan Jiang",
"De-Chuan Zhan"
] |
On Transferring Expert Knowledge from Tabular Data to Images
| null |
|||
Workshop/UniReps
|
https://openreview.net/forum?id=pZakRK1QHU
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Michael Ivanitskiy",
"Alexander F Spies",
"Tilman Räuker",
"Guillaume Corlouer",
"Christopher Mathwin",
"Lucia Quirke",
"Can Rager",
"Rusheb Shah",
"Dan Valentine",
"Cecilia Diniz Behn",
"Katsumi Inoue",
"Samy Wu Fung"
] |
Linearly Structured World Representations in Maze-Solving Transformers
| null |
|||
Workshop/UniReps
|
https://openreview.net/forum?id=oWJP0NhcY7
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Gabor Lengyel",
"Sabyasachi Shivkumar",
"Ralf M Haefner"
] |
A General Method for Testing Bayesian Models using Neural Data
| null |
|||
Workshop/UniReps
|
https://openreview.net/forum?id=oPGXH9Vm4R
|
oral
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"George Stoica",
"Daniel Bolya",
"Jakob Brandt Bjorner",
"Pratik Ramesh",
"Taylor Hearn",
"Judy Hoffman"
] |
ZipIt!: Multitask Model Merging without Training
| null |
|||
Workshop/UniReps
|
https://openreview.net/forum?id=nytcN3SMQh
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Jasmine A Moore",
"Vibujithan Vigneshwaran",
"Matthias Wilms",
"Nils Forkert"
] |
Degradation and plasticity in convolutional neural networks: An investigation of internal representations
| null |
|||
Workshop/UniReps
|
https://openreview.net/forum?id=nro8tEfIfw
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Zorah Lähner",
"Michael Moeller"
] |
On the Direct Alignment of Latent Spaces
| null |
|||
Workshop/UniReps
|
https://openreview.net/forum?id=mDr0o2WU2n
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Jingyang Zhou",
"Chanwoo Chun",
"Ajay Subramanian",
"Eero P Simoncelli"
] |
Comparing neural models using their perceptual discriminability predictions
| null |
|||
Workshop/UniReps
|
https://openreview.net/forum?id=m33S4kCJSd
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Jiwoon Lee",
"Jaeho Lee"
] |
Semi-Ensemble: A Simple Approach Over-parameterize Model Interpolation
| null |
|||
Workshop/UniReps
|
https://openreview.net/forum?id=j641gZOD7m
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Chandana Kuntala",
"Carlos R Ponce",
"Deepak Kumar Sharma",
"Binxu Wang"
] |
Understanding Learning Dynamics of Neural Representations via Feature Visualization at Scale
| null |
|||
Workshop/UniReps
|
https://openreview.net/forum?id=dpYcX84x6M
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Zuowen Wang",
"Longbiao Cheng",
"Joachim Ott",
"Pehuen Moure",
"Shih-Chii Liu"
] |
Bio-inspired parameter reuse: Exploiting inter-frame representation similarity with recurrence for accelerating temporal visual processing
| null |
|||
Workshop/UniReps
|
https://openreview.net/forum?id=aP2a5i1iUf
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Bo Zhao",
"Nima Dehmamy",
"Robin Walters",
"Rose Yu"
] |
Understanding Mode Connectivity via Parameter Space Symmetry
| null |
|||
Workshop/UniReps
|
https://openreview.net/forum?id=ZphCrdgqKp
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Yujia Bao",
"Srinivasan Sivanandan",
"Theofanis Karaletsos"
] |
Channel Vision Transformers: An Image Is Worth C x 16 x 16 Words
| null |
|||
Workshop/UniReps
|
https://openreview.net/forum?id=ZPmx1ncKpr
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Khalid Oublal",
"Said Ladjal",
"David Benhaiem",
"Emmanuel LE BORGNE",
"François Roueff"
] |
DISCOV: A Time Series Representations Disentanglement via Contrastive for Non-Intrusive Load Monitoring (NILM)
| null |
|||
Workshop/UniReps
|
https://openreview.net/forum?id=WuFcps7SNL
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Haofei Yu",
"Paul Pu Liang",
"Ruslan Salakhutdinov",
"Louis-Philippe Morency"
] |
Mixture of Multimodal Interaction Experts
| null |
|||
Workshop/UniReps
|
https://openreview.net/forum?id=WgQZNoQ5AB
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Yi-Fu Wu",
"Klaus Greff",
"Gamaleldin Fathy Elsayed",
"Michael Curtis Mozer",
"Thomas Kipf",
"Sjoerd van Steenkiste"
] |
Inverted-Attention Transformers can Learn Object Representations: Insights from Slot Attention
| null |
|||
Workshop/UniReps
|
https://openreview.net/forum?id=WcfVyzzJOS
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Mycal Tucker",
"Greta Tuckute"
] |
Increasing Brain-LLM Alignment via Information-Theoretic Compression
| null |
|||
Workshop/UniReps
|
https://openreview.net/forum?id=Qms9kWnbpP
|
oral
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Manjot Singh",
"Adalbert Fono",
"Gitta Kutyniok"
] |
Expressivity of Spiking Neural Networks through the Spike Response Model
| null |
|||
Workshop/UniReps
|
https://openreview.net/forum?id=PbvPwiySXz
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Gül Sena Altıntaş",
"Gregor Bachmann",
"Lorenzo Noci",
"Thomas Hofmann"
] |
Disentangling Linear Mode Connectivity
| null |
|||
Workshop/UniReps
|
https://openreview.net/forum?id=Nu3t6XX103
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Nico Daheim",
"Thomas Möllenhoff",
"Edoardo Ponti",
"Iryna Gurevych",
"Mohammad Emtiyaz Khan"
] |
Model Merging by Gradient Matching
| null |
|||
Workshop/UniReps
|
https://openreview.net/forum?id=NSfecLF4Za
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Yi-Fu Wu",
"Minseung Lee",
"Sungjin Ahn"
] |
Object-Centric Semantic Vector Quantization
| null |
|||
Workshop/UniReps
|
https://openreview.net/forum?id=LhV3Ex8fky
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Francisco Acosta",
"Colin Conwell",
"Sophia Sanborn",
"David A. Klindt",
"Nina Miolane"
] |
Evaluation of Representational Similarity Scores Across Human Visual Cortex
| null |
|||
Workshop/UniReps
|
https://openreview.net/forum?id=LVYEjD25tZ
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Thomas Lu",
"Aboli Marathe",
"Ada Martin"
] |
Supervising Variational Autoencoder Latent Representations with Language
| null |
|||
Workshop/UniReps
|
https://openreview.net/forum?id=LSSiDy7fG1
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Jan Philipp Schneider",
"Mishal Fatima",
"Jovita Lukasik",
"Andreas Kolb",
"Margret Keuper",
"Michael Moeller"
] |
Implicit Representations for Image Segmentation
| null |
|||
Workshop/UniReps
|
https://openreview.net/forum?id=KeiQNpb7sv
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Akash Nagaraj",
"Alekh Karkada Ashok",
"Drew Linsley",
"Francis E Lewis",
"Peisen Zhou",
"Thomas Serre"
] |
Ecological data and objectives align deep neural network representations with humans
| null |
|||
Workshop/UniReps
|
https://openreview.net/forum?id=KWYQu2TxhE
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Martha Gahl",
"Shubham Kulkarni",
"Nikhil Pathak",
"Alex Russell",
"Garrison W. Cottrell"
] |
Visual Expertise Explains Image Inversion Effects
| null |
|||
Workshop/UniReps
|
https://openreview.net/forum?id=JFnjdl2Vc2
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Eric J Bigelow",
"Ekdeep Singh Lubana",
"Robert P. Dick",
"Hidenori Tanaka",
"Tomer Ullman"
] |
Subjective Randomness and In-Context Learning
| null |
|||
Workshop/UniReps
|
https://openreview.net/forum?id=J1kzuH90gg
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Sungpil Woo",
"MUHAMMAD ZUBAIR",
"Sunhwan Lim",
"Daeyoung Kim"
] |
Deep Multimodal Emotion Recognition using Modality Aware Attention Network for Unifying Representations in Neural Models
| null |
|||
Workshop/UniReps
|
https://openreview.net/forum?id=I9dkBah6Z9
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Daniel Gedon",
"Amirhesam Abedsoltan",
"Thomas B. Schön",
"Mikhail Belkin"
] |
On Feature Learning of Recursive Feature Machines and Automatic Relevance Determination
| null |
|||
Workshop/UniReps
|
https://openreview.net/forum?id=GIuSksGwEp
|
oral
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Brian S Robinson",
"Nathan Drenkow",
"Colin Conwell",
"Michael Bonner"
] |
A sparse null code emerges in deep neural networks
| null |
|||
Workshop/UniReps
|
https://openreview.net/forum?id=FbFyO1r7rV
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Samyak Jain",
"Robert Kirk",
"Ekdeep Singh Lubana",
"Robert P. Dick",
"Hidenori Tanaka",
"Tim Rocktäschel",
"Edward Grefenstette",
"David Krueger"
] |
How does fine-tuning affect your model? Mechanistic analysis on procedural tasks
| null |
|||
Workshop/UniReps
|
https://openreview.net/forum?id=F0Wp4KESt7
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Konstantin Hemker",
"Nikola Simidjievski",
"Mateja Jamnik"
] |
Hybrid Early Fusion for Multi-Modal Biomedical Representations
| null |
|||
Workshop/UniReps
|
https://openreview.net/forum?id=Bi8mfzjIJ3
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Alice Bizeul",
"Carl Allen"
] |
SimVAE: Narrowing the gap between Discriminative Generative Representation Learning
| null |
|||
Workshop/UniReps
|
https://openreview.net/forum?id=BZMzFReaiK
|
oral
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Adam S Lowet",
"Qiao Zheng",
"Melissa Meng",
"Sara Matias",
"Jan Drugowitsch",
"Naoshige Uchida"
] |
Distributional Reinforcement Learning in the Mammalian Brain
| null |
|||
Workshop/UniReps
|
https://openreview.net/forum?id=AxRD2FF7aD
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Teresa Scheidt",
"Lars Kai Hansen"
] |
Universality of intrinsic dimension of latent representations across models
| null |
|||
Workshop/UniReps
|
https://openreview.net/forum?id=9I2jTPhCku
|
oral
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Berivan Isik",
"Victor Lecomte",
"Rylan Schaeffer",
"Yann LeCun",
"Mikail Khona",
"Ravid Shwartz-Ziv",
"Sanmi Koyejo",
"Andrey Gromov"
] |
An Information-Theoretic Understanding of Maximum Manifold Capacity Representations
| null |
|||
Workshop/UniReps
|
https://openreview.net/forum?id=5PYcTwpc6Z
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
|
https://github.com/gabriele-dominici/SHARCS
|
[
"Gabriele Dominici",
"Pietro Barbiero",
"Lucie Charlotte Magister",
"Pietro Lio",
"Nikola Simidjievski"
] |
SHARCS: Shared Concept Space for
Explainable Multimodal Learning
| 7 |
|||
Workshop/UniReps
|
https://openreview.net/forum?id=4M0hhzUGxp
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Nanda H Krishna",
"Colin Bredenberg",
"Daniel Levenstein",
"Blake Aaron Richards",
"Guillaume Lajoie"
] |
Sufficient conditions for offline reactivation in recurrent neural networks
| null |
|||
Workshop/UniReps
|
https://openreview.net/forum?id=3KfD8vShwF
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Florentin Guth",
"Brice Ménard"
] |
On the universality of neural codes in vision
| null |
|||
Workshop/UniReps
|
https://openreview.net/forum?id=2ApmouuUOC
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Paul Masset",
"Pablo Tano",
"HyungGoo Kim",
"Athar N. Malik",
"Alexandre Pouget",
"Naoshige Uchida"
] |
Multi-timescale reinforcement learning in the brain
| null |
|||
Workshop/MLNCP
|
https://openreview.net/forum?id=w1Vx3iQonv
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Xianxin Guo",
"Chenchen Wang",
"Djamshid Damry"
] |
Inference analysis of optical transformers
| null |
|||
Workshop/MLNCP
|
https://openreview.net/forum?id=to9NJEMGCC
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Matthew J. Filipovich",
"Aleksei Malyshev",
"Alexander Lvovsky"
] |
Diffractive Optical Neural Networks with Arbitrary Spatial Coherence
| null |
|||
Workshop/MLNCP
|
https://openreview.net/forum?id=n0HMpICxpU
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Shumpei Kobayashi",
"Quoc Hoan Tran",
"Kohei Nakajima"
] |
Hierarchy of the echo state property in quantum reservoir computing
| null |
|||
Workshop/MLNCP
|
https://openreview.net/forum?id=lTYd1pa8bO
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Menachem Stern",
"Sam Dillavou",
"Dinesh Jayaraman",
"Douglas Durian",
"Andrea Liu"
] |
Contrastive power-efficient physical learning in resistor networks
| null |
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