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values | conference_name
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values |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
Workshop/GLFrontiers
|
https://openreview.net/forum?id=NE8Da26bEW
|
poster
|
Shedding Light on Random Dropping and Oversmoothing
|
[
"Han Xuanyuan",
"Tianxiang Zhao",
"Dongsheng Luo"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/GLFrontiers
|
https://openreview.net/forum?id=LzMWMJlxHg
|
poster
|
2310.04562
|
Towards Foundation Models for Knowledge Graph Reasoning
|
[
"Mikhail Galkin",
"Xinyu Yuan",
"Hesham Mostafa",
"Jian Tang",
"Zhaocheng Zhu"
] |
https://huggingface.co/papers/2310.04562
|
[
"https://github.com/DeepGraphLearning/ULTRA"
] |
[] |
[
"mgalkin/ultra_50g",
"mgalkin/ultra_3g",
"mgalkin/ultra_4g"
] |
[] |
NeurIPS2024
|
|
Workshop/GLFrontiers
|
https://openreview.net/forum?id=KIISfvU806
|
poster
|
2307.06046
|
A Multi-Task Perspective for Link Prediction with New Relation Types and Nodes
|
[
"Jincheng Zhou",
"Beatrice Bevilacqua",
"Bruno Ribeiro"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/GLFrontiers
|
https://openreview.net/forum?id=JTRErQb2oN
|
poster
|
Prompt Learning Unlocked for App Promotion in the Wild
|
[
"Zhongyu Ouyang",
"Shifu Hou",
"Shang Ma",
"Chaoran Chen",
"Chunhui Zhang",
"Toby Li",
"Xusheng Xiao",
"Chuxu Zhang",
"Yanfang Ye"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/GLFrontiers
|
https://openreview.net/forum?id=It9QWbVe02
|
poster
|
2306.08210
|
Uncertainty-Aware Robust Learning on Noisy Graphs
|
[
"Shuyi Chen",
"Kaize Ding",
"Shixiang Zhu"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/GLFrontiers
|
https://openreview.net/forum?id=I5hf3opvgK
|
poster
|
GAD-EBM: Graph Anomaly Detection using Energy-Based Models
|
[
"Amit Roy",
"Juan Shu",
"Olivier Elshocht",
"Jeroen Smeets",
"Ruqi Zhang",
"Pan Li"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/GLFrontiers
|
https://openreview.net/forum?id=HKdsrm5nCW
|
poster
|
Linear Complexity Framework for Feature-Aware Graph Coarsening via Hashing
|
[
"Mohit Kataria",
"Aditi Khandelwal",
"Rocktim Das",
"Sandeep Kumar",
"Jayadeva Jayadeva"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/GLFrontiers
|
https://openreview.net/forum?id=EVp40Cz0PR
|
poster
|
SATG : Structure Aware Transformers on Graphs for Node Classification
|
[
"Sumedh B G",
"Sanjay Patnala",
"Himil Vasava",
"Akshay Sethi",
"Sonia Gupta"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/GLFrontiers
|
https://openreview.net/forum?id=BaxFC3z9R6
|
poster
|
What Improves the Generalization of Graph Transformer? A Theoretical Dive into Self-attention and Positional Encoding
|
[
"Hongkang Li",
"Meng Wang",
"Tengfei Ma",
"Sijia Liu",
"ZAIXI ZHANG",
"Pin-Yu Chen"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/GLFrontiers
|
https://openreview.net/forum?id=9bD3oqcD6g
|
poster
|
2312.04668
|
TOD-Flow: Modeling the Structure of Task-Oriented Dialogues
|
[
"Sungryull Sohn",
"Yiwei Lyu",
"Anthony Liu",
"Lajanugen Logeswaran",
"Dong-Ki Kim",
"Dongsub Shim",
"Honglak Lee"
] |
[
"https://github.com/srsohn/tod-flow"
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/GLFrontiers
|
https://openreview.net/forum?id=9ADkymyCPA
|
oral
|
2309.17417
|
Networked Inequality: Preferential Attachment Bias in Graph Neural Network Link Prediction
|
[
"Arjun Subramonian",
"Levent Sagun",
"Yizhou Sun"
] |
[
"https://github.com/arjunsubramonian/link_bias_amplification"
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/GLFrontiers
|
https://openreview.net/forum?id=947KhgKKGG
|
poster
|
Towards Flexible, Efficient, and Effective Tensor Product Networks
|
[
"Nanxiang Wang",
"Chen Lin",
"Michael Bronstein",
"Philip Torr"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/GLFrontiers
|
https://openreview.net/forum?id=7xlWBzaeJN
|
oral
|
ChatPathway: Conversational Large Language Models for Biology Pathway Detection
|
[
"Yanjing Li",
"Hannan Xu",
"Haiteng Zhao",
"Hongyu Guo",
"Shengchao Liu"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/GLFrontiers
|
https://openreview.net/forum?id=7CAJpRo1Q8
|
poster
|
2310.04560
|
Talk like a Graph: Encoding Graphs for Large Language Models
|
[
"Bahare Fatemi",
"Jonathan Halcrow",
"Bryan Perozzi"
] |
https://huggingface.co/papers/2310.04560
|
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|
Workshop/GLFrontiers
|
https://openreview.net/forum?id=6UuNTxAB1t
|
oral
|
2309.04589
|
Motif-aware Attribute Masking for Molecular Graph Pre-training
|
[
"Eric Inae",
"Gang Liu",
"Meng Jiang"
] |
[
"https://github.com/einae-nd/moama-dev"
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/GLFrontiers
|
https://openreview.net/forum?id=60fJkjHV0r
|
poster
|
2410.20469
|
Graph Neural Networks on Discriminative Graphs of Words
|
[
"Yassine ABBAHADDOU",
"Johannes Lutzeyer",
"Michalis Vazirgiannis"
] |
[
"https://github.com/abbahaddou/DGOW"
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/GLFrontiers
|
https://openreview.net/forum?id=5RA0ysv8PX
|
poster
|
Estimating Epistemic Uncertainty of Graph Neural Networks using Stochastic Centering
|
[
"Puja Trivedi",
"Mark Heimann",
"Rushil Anirudh",
"Danai Koutra",
"Jayaraman J. Thiagarajan"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/GLFrontiers
|
https://openreview.net/forum?id=4tGqks76l7
|
poster
|
On the Consistency of GNN Explainability Methods
|
[
"Ehsan Hajiramezanali",
"Sepideh Maleki",
"Alex Tseng",
"Aicha BenTaieb",
"Gabriele Scalia",
"Tommaso Biancalani"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/GLFrontiers
|
https://openreview.net/forum?id=421Y6z81UZ
|
poster
|
GNN Predictions on k-hop Egonets Boosts Adversarial Robustness
|
[
"Jian Vora"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/GLFrontiers
|
https://openreview.net/forum?id=1JkgXzKKdo
|
poster
|
2310.03399
|
GRAPES: Learning to Sample Graphs for Scalable Graph Neural Networks
|
[
"Taraneh Younesian",
"Thiviyan Thanapalasingam",
"Emile van Krieken",
"Daniel Daza",
"Peter Bloem"
] |
[
"https://github.com/dfdazac/grapes"
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/GLFrontiers
|
https://openreview.net/forum?id=0oY0LPPH4e
|
poster
|
Robust Hierarchical Scene Graph Generation
|
[
"Ce Zhang",
"Simon Stepputtis",
"Joseph Campbell",
"Katia Sycara",
"Yaqi Xie"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/GLFrontiers
|
https://openreview.net/forum?id=0lZjoxTZFb
|
poster
|
2311.07966
|
Higher-Order Expander Graph Propagation
|
[
"Thomas Christie",
"Yu He"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/GLFrontiers
|
https://openreview.net/forum?id=0YeJyvv2rO
|
poster
|
MCGC: an MLP-based supervised Contrastive learning framework for Graph Classification
|
[
"Xiao Yue",
"Bo Liu",
"Andrew Meng",
"Guangzhi Qu"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/ATTRIB
|
https://openreview.net/forum?id=zsNbN3NkzR
|
poster
|
2310.15389
|
Irreducible Curriculum for Language Model Pretraining
| null |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/ATTRIB
|
https://openreview.net/forum?id=xjmOQRf1OI
|
poster
|
2312.06032
|
Evaluating the Utility of Model Explanations for Model Development
| null |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/ATTRIB
|
https://openreview.net/forum?id=wyalhhLXCa
|
poster
|
2310.06200
|
The Importance of Prompt Tuning for Automated Neuron Explanations
| null |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/ATTRIB
|
https://openreview.net/forum?id=uSvN2oozRK
|
poster
|
Does It Know?: Probing and Benchmarking Uncertainty in Language Model Latent Beliefs
| null |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/ATTRIB
|
https://openreview.net/forum?id=tiLbFR4bJW
|
poster
|
2310.10348
|
Attribution Patching Outperforms Automated Circuit Discovery
| null |
[
"https://github.com/aaquib111/acdcpp"
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/ATTRIB
|
https://openreview.net/forum?id=nb3aaC9Hr8
|
poster
|
2311.17094
|
In Search of a Data Transformation that Accelerates Neural Field Training
| null |
https://huggingface.co/papers/2311.17094
|
[
"https://github.com/effl-lab/dt4neural-field"
] |
[
"lyunm1206/Interactive_Loss_Landscapes"
] |
[] |
[] |
NeurIPS2024
|
|
Workshop/ATTRIB
|
https://openreview.net/forum?id=lG08cfNhlc
|
poster
|
2404.14349
|
Automatic Discovery of Visual Circuits
| null |
[
"https://github.com/multimodal-interpretability/visual-circuits"
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/ATTRIB
|
https://openreview.net/forum?id=lDeysxpH6W
|
poster
|
Mining the Diamond Miner: Mechanistic Interpretability on the Video PreTraining Agent
| null |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/ATTRIB
|
https://openreview.net/forum?id=klVoedPgtY
|
poster
|
Threshold KNN-Shapley: A Linear-Time and Privacy-Friendly Approach to Data Valuation (Workshop Version)
| null |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/ATTRIB
|
https://openreview.net/forum?id=k4cSPcBxX0
|
poster
|
2312.03762
|
Colour versus Shape Goal Misgeneralization in Reinforcement Learning: A Case Study
| null |
[
"https://github.com/KarolisRam/colour-shape-goal-misgeneralization"
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/ATTRIB
|
https://openreview.net/forum?id=ie6hRGMCp2
|
poster
|
Adversarial Attacks on Neuron Interpretation via Activation Maximization
| null |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/ATTRIB
|
https://openreview.net/forum?id=i0x5EKSDdq
|
poster
|
Divergence at the Interpolation Threshold: Identifying, Interpreting Ablating the Sources of a Deep Learning Puzzle
| null |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/ATTRIB
|
https://openreview.net/forum?id=hGtjFfO27f
|
poster
|
2309.12288
|
The Reversal Curse: LLMs trained on "A is B" fail to learn "B is A"
| null |
https://huggingface.co/papers/2309.12288
|
[
"https://github.com/lukasberglund/reversal_curse"
] |
[] |
[] |
[
"lberglund/reversal_curse"
] |
NeurIPS2024
|
|
Workshop/ATTRIB
|
https://openreview.net/forum?id=giMJzZIuzr
|
poster
|
2310.06824
|
The Geometry of Truth: Emergent Linear Structure in Large Language Model Representations of True/False Datasets
| null |
[
"https://github.com/saprmarks/geometry-of-truth"
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/ATTRIB
|
https://openreview.net/forum?id=csilNwWnoG
|
poster
|
Efficient Data Valuation for Weighted Nearest Neighbor Algorithms
| null |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/ATTRIB
|
https://openreview.net/forum?id=cGui9S5GqL
|
poster
|
2311.17030
|
Is This the Subspace You Are Looking for? An Interpretability Illusion for Subspace Activation Patching
| null |
https://huggingface.co/papers/2311.17030
|
[
"https://github.com/amakelov/activation-patching-illusion"
] |
[] |
[] |
[] |
NeurIPS2024
|
|
Workshop/ATTRIB
|
https://openreview.net/forum?id=bqOzmRPGCX
|
poster
|
Object Detection in Deep Neural Networks Differs from Humans in the Periphery
| null |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/ATTRIB
|
https://openreview.net/forum?id=Zqj3YQ1QAC
|
poster
|
Formal Definition of Fingerprints Improves Attribution of Generative Models
| null |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/ATTRIB
|
https://openreview.net/forum?id=ZP7hgFNXQy
|
oral
|
2310.03149
|
Attributing Learned Concepts in Neural Networks to Training Data
| null |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/ATTRIB
|
https://openreview.net/forum?id=XUIYn3jo5T
|
poster
|
2309.04564
|
When Less is More: Investigating Data Pruning for Pretraining LLMs at Scale
| null |
https://huggingface.co/papers/2309.04564
|
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|
Workshop/ATTRIB
|
https://openreview.net/forum?id=WGjQt3aDn7
|
poster
|
2311.03386
|
A Simple and Efficient Baseline for Data Attribution on Images
| null |
[
"https://github.com/vasusingla/simple-data-attribution"
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/ATTRIB
|
https://openreview.net/forum?id=LMV6HuZJ2L
|
poster
|
2311.04016
|
Exploring Dataset-Scale Indicators of Data Quality
| null |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/ATTRIB
|
https://openreview.net/forum?id=KLVL0Kj6E8
|
poster
|
Self-Select: Optimizing Instruction Selection for Large Language Models
| null |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/ATTRIB
|
https://openreview.net/forum?id=Hi9zCFiiNw
|
poster
|
Speculative Behavior: An Approach to Large Language Model Evaluation and Optimization
| null |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/ATTRIB
|
https://openreview.net/forum?id=HVyDhCc7LW
|
oral
|
2311.12233
|
Unifying Corroborative and Contributive Attributions in Large Language Models
| null |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/ATTRIB
|
https://openreview.net/forum?id=G8RRE6zDGm
|
poster
|
Algorithm Selection with Priority Order for Instances
| null |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/ATTRIB
|
https://openreview.net/forum?id=Ei4k9xurmC
|
poster
|
2309.17144
|
Prototype Generation: Robust Feature Visualisation for Data Independent Interpretability
| null |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/ATTRIB
|
https://openreview.net/forum?id=EKvqw9k3lC
|
poster
|
Backtracking Mathematical Reasoning of Language Models to the Pretraining Data
| null |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/ATTRIB
|
https://openreview.net/forum?id=CgHj6c4t5g
|
poster
|
Forbidden Facts: An Investigation of Competing Objectives in Llama 2
| null |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/ATTRIB
|
https://openreview.net/forum?id=9eJv5PS27Q
|
poster
|
2309.16042
|
Towards Best Practices of Activation Patching in Language Models: Metrics and Methods
| null |
https://huggingface.co/papers/2309.16042
|
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|
Workshop/ATTRIB
|
https://openreview.net/forum?id=6KMr75JLvC
|
oral
|
2311.04163
|
Outliers with Opposing Signals Have an Outsized Effect on Neural Network Optimization
| null |
https://huggingface.co/papers/2311.04163
|
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|
Workshop/ATTRIB
|
https://openreview.net/forum?id=5CDRc8VMhS
|
poster
|
2310.16270
|
Attention Lens: A Tool for Mechanistically Interpreting the Attention Head Information Retrieval Mechanism
| null |
https://huggingface.co/papers/2310.16270
|
[
"https://github.com/msakarvadia/attentionlens"
] |
[] |
[] |
[] |
NeurIPS2024
|
|
Workshop/ATTRIB
|
https://openreview.net/forum?id=4yJx3HgedY
|
poster
|
2104.00851
|
Estimating the Generalization in Deep Neural Networks via Sparsity
| null |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/ATTRIB
|
https://openreview.net/forum?id=13VkFDTKHH
|
poster
|
Data Attribution for Segmentation Models
| null |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/UniReps
|
https://openreview.net/forum?id=zV0gv4a4Yj
|
poster
|
Characterizing pre-trained and task-adapted molecular representations
|
[
"Celia Cintas",
"Payel Das",
"Jarret Ross",
"Brian Belgodere",
"Girmaw Abebe Tadesse",
"Vijil Chenthamarakshan",
"Jannis Born",
"Skyler Speakman"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/UniReps
|
https://openreview.net/forum?id=ydiDTfdbzP
|
oral
|
2311.11436
|
Duality of Bures and Shape Distances with Implications for Comparing Neural Representations
|
[
"Sarah E Harvey",
"Brett W. Larsen",
"Alex H Williams"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/UniReps
|
https://openreview.net/forum?id=yC6b3hqyf8
|
poster
|
2210.01989
|
WavSpA: Wavelet Space Attention for Boosting Transformers' Long Sequence Learning Ability
|
[
"Yufan Zhuang",
"Zihan Wang",
"Fangbo Tao",
"Jingbo Shang"
] |
https://huggingface.co/papers/2210.01989
|
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|
Workshop/UniReps
|
https://openreview.net/forum?id=v1qKZooY4z
|
poster
|
2310.01358
|
NEUCORE: Neural Concept Reasoning for Composed Image Retrieval
|
[
"Shu Zhao",
"Huijuan Xu"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/UniReps
|
https://openreview.net/forum?id=uviLSCIsvt
|
poster
|
Grokking as Simplification: A Nonlinear Complexity Perspective
|
[
"Ziming Liu",
"Ziqian Zhong",
"Max Tegmark"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/UniReps
|
https://openreview.net/forum?id=uoUOz427RD
|
poster
|
2310.04395
|
Leveraging Self-Consistency for Data-Efficient Amortized Bayesian Inference
|
[
"Marvin Schmitt",
"Daniel Habermann",
"Paul-Christian Bürkner",
"Ullrich Koethe",
"Stefan T. Radev"
] |
[
"https://github.com/marvinschmitt/self-consistency-abi"
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/UniReps
|
https://openreview.net/forum?id=ul5OdS6pfU
|
poster
|
Efficient Multimodal Alignment: To Freeze or Not to Freeze?
|
[
"Till Aczel",
"Roger Wattenhofer"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/UniReps
|
https://openreview.net/forum?id=uVZB637Dgx
|
poster
|
What Mechanisms Does Knowledge Distillation Distill?
|
[
"Cindy Wu",
"Ekdeep Singh Lubana",
"Bruno Kacper Mlodozeniec",
"Robert Kirk",
"David Krueger"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/UniReps
|
https://openreview.net/forum?id=uKWqDnLI3o
|
poster
|
Comparing Representational and Functional Similarity in Small Transformer Language Models
|
[
"Dan Friedman",
"Andrew Kyle Lampinen",
"Lucas Dixon",
"Danqi Chen",
"Asma Ghandeharioun"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/UniReps
|
https://openreview.net/forum?id=tOW3IWHw8G
|
poster
|
2312.08545
|
Representational constraints underlying similarity between task-optimized neural systems
|
[
"Tahereh Toosi"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/UniReps
|
https://openreview.net/forum?id=s9mbWqr3VI
|
poster
|
2401.00611
|
A Compact Representation for Bayesian Neural Networks By Removing Permutation Symmetry
|
[
"Tim Z. Xiao",
"Weiyang Liu",
"Robert Bamler"
] |
[
"https://github.com/timxzz/abi_with_rebasin"
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/UniReps
|
https://openreview.net/forum?id=rNiKAZifvI
|
poster
|
2311.17232
|
ReWaRD: Retinal Waves for Pre-Training Artificial Neural Networks Mimicking Real Prenatal Development
|
[
"Benjamin Cappell",
"Andreas Stoll",
"Chukwudi Williams Umah",
"Bernhard Egger"
] |
[
"https://github.com/bennyca/reward"
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/UniReps
|
https://openreview.net/forum?id=rGCabZfV3d
|
poster
|
Multimodal decoding of human brain activity into images and text
|
[
"Matteo Ferrante",
"Tommaso Boccato",
"Furkan Ozcelik",
"Rufin VanRullen",
"Nicola Toschi"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/UniReps
|
https://openreview.net/forum?id=rD62RkufYo
|
poster
|
2312.06932
|
Predictive variational autoencoder for learning robust representations of time-series data
|
[
"Julia Huiming Wang",
"Dexter Tsin",
"Tatiana A Engel"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/UniReps
|
https://openreview.net/forum?id=qqdHkqHmfA
|
poster
|
Instruction-tuned LLMs with World Knowledge are More Aligned to the Human Brain
|
[
"Khai Loong Aw",
"Syrielle Montariol",
"Badr AlKhamissi",
"Martin Schrimpf",
"Antoine Bosselut"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/UniReps
|
https://openreview.net/forum?id=qNZ3Tyrq9C
|
poster
|
On Transferring Expert Knowledge from Tabular Data to Images
|
[
"Jun-Peng Jiang",
"Han-Jia Ye",
"Leye Wang",
"Yang Yang",
"Yuan Jiang",
"De-Chuan Zhan"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/UniReps
|
https://openreview.net/forum?id=q3nOLvC6bU
|
poster
|
2311.07444
|
On the Robustness of Neural Collapse and the Neural Collapse of Robustness
|
[
"Jingtong Su",
"Ya Shi Zhang",
"Nikolaos Tsilivis",
"Julia Kempe"
] |
[
"https://github.com/jingtongsu/robust_neural_collapse"
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/UniReps
|
https://openreview.net/forum?id=pj7WZFx3l7
|
poster
|
2310.04551
|
MeSa: Masked, Geometric, and Supervised Pre-training for Monocular Depth Estimation
|
[
"Muhammad Osama Khan",
"Junbang Liang",
"Chun-Kai Wang",
"Shan Yang",
"Yu Lou"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/UniReps
|
https://openreview.net/forum?id=pZakRK1QHU
|
poster
|
Linearly Structured World Representations in Maze-Solving Transformers
|
[
"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"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/UniReps
|
https://openreview.net/forum?id=oWJP0NhcY7
|
poster
|
A General Method for Testing Bayesian Models using Neural Data
|
[
"Gabor Lengyel",
"Sabyasachi Shivkumar",
"Ralf M Haefner"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/UniReps
|
https://openreview.net/forum?id=oPGXH9Vm4R
|
oral
|
ZipIt!: Multitask Model Merging without Training
|
[
"George Stoica",
"Daniel Bolya",
"Jakob Brandt Bjorner",
"Pratik Ramesh",
"Taylor Hearn",
"Judy Hoffman"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/UniReps
|
https://openreview.net/forum?id=nytcN3SMQh
|
poster
|
Degradation and plasticity in convolutional neural networks: An investigation of internal representations
|
[
"Jasmine A Moore",
"Vibujithan Vigneshwaran",
"Matthias Wilms",
"Nils Forkert"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/UniReps
|
https://openreview.net/forum?id=nro8tEfIfw
|
poster
|
On the Direct Alignment of Latent Spaces
|
[
"Zorah Lähner",
"Michael Moeller"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/UniReps
|
https://openreview.net/forum?id=md0mU6rN2u
|
poster
|
2310.15308
|
SAM-CLIP: Merging Vision Foundation Models towards Semantic and Spatial Understanding
|
[
"Haoxiang Wang",
"Pavan Kumar Anasosalu Vasu",
"Fartash Faghri",
"Raviteja Vemulapalli",
"Mehrdad Farajtabar",
"Sachin Mehta",
"Mohammad Rastegari",
"Oncel Tuzel",
"Hadi Pouransari"
] |
https://huggingface.co/papers/2310.15308
|
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|
Workshop/UniReps
|
https://openreview.net/forum?id=mDr0o2WU2n
|
poster
|
Comparing neural models using their perceptual discriminability predictions
|
[
"Jingyang Zhou",
"Chanwoo Chun",
"Ajay Subramanian",
"Eero P Simoncelli"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/UniReps
|
https://openreview.net/forum?id=m33S4kCJSd
|
poster
|
Semi-Ensemble: A Simple Approach Over-parameterize Model Interpolation
|
[
"Jiwoon Lee",
"Jaeho Lee"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/UniReps
|
https://openreview.net/forum?id=l5I9t7GSbm
|
poster
|
2310.14108
|
CLIP meets Model Zoo Experts: Pseudo-Supervision for Visual Enhancement
|
[
"Mohammadreza Salehi",
"Mehrdad Farajtabar",
"Maxwell Horton",
"Fartash Faghri",
"Hadi Pouransari",
"Raviteja Vemulapalli",
"Oncel Tuzel",
"Ali Farhadi",
"Mohammad Rastegari",
"Sachin Mehta"
] |
https://huggingface.co/papers/2310.14108
|
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|
Workshop/UniReps
|
https://openreview.net/forum?id=j641gZOD7m
|
poster
|
Understanding Learning Dynamics of Neural Representations via Feature Visualization at Scale
|
[
"Chandana Kuntala",
"Carlos R Ponce",
"Deepak Kumar Sharma",
"Binxu Wang"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/UniReps
|
https://openreview.net/forum?id=iZ3me8unMJ
|
poster
|
2312.02791
|
Unsupervised learning on spontaneous retinal activity leads to efficient neural representation geometry
|
[
"Andrew Ligeralde",
"Yilun Kuang",
"Thomas Edward Yerxa",
"Miah N Pitcher",
"Marla Feller",
"SueYeon Chung"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/UniReps
|
https://openreview.net/forum?id=iEnGqvuI8W
|
poster
|
2310.05742
|
Estimating shape distances on neural representations with limited samples
|
[
"Dean A Pospisil",
"Brett W. Larsen",
"Sarah E Harvey",
"Alex H Williams"
] |
https://huggingface.co/papers/2310.05742
|
[
"https://github.com/dp4846/eigmom_shape_stats"
] |
[] |
[] |
[] |
NeurIPS2024
|
|
Workshop/UniReps
|
https://openreview.net/forum?id=hWzWk0TSZ3
|
poster
|
2310.07711
|
Growing Brains: Co-emergence of Anatomical and Functional Modularity in Recurrent Neural Networks
|
[
"Ziming Liu",
"Mikail Khona",
"Ila R Fiete",
"Max Tegmark"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/UniReps
|
https://openreview.net/forum?id=gG5UGgUzDR
|
poster
|
2312.02730
|
Towards Measuring Representational Similarity of Large Language Models
|
[
"Max Klabunde",
"Mehdi Ben Amor",
"Michael Granitzer",
"Florian Lemmerich"
] |
[
"https://github.com/mklabunde/llm_repsim"
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/UniReps
|
https://openreview.net/forum?id=dpYcX84x6M
|
poster
|
Bio-inspired parameter reuse: Exploiting inter-frame representation similarity with recurrence for accelerating temporal visual processing
|
[
"Zuowen Wang",
"Longbiao Cheng",
"Joachim Ott",
"Pehuen Moure",
"Shih-Chii Liu"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/UniReps
|
https://openreview.net/forum?id=dpGns2IHRW
|
poster
|
2310.18812
|
UniCat: Crafting a Stronger Fusion Baseline for Multimodal Re-Identification
|
[
"Jennifer Crawford",
"Haoli Yin",
"Luke McDermott",
"Daniel Cummings"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/UniReps
|
https://openreview.net/forum?id=clMjnlhn55
|
poster
|
2311.16295
|
Testing Assumptions Underlying a Unified Theory for the Origin of Grid Cells
|
[
"Rylan Schaeffer",
"Mikail Khona",
"Adrian Bertagnoli",
"Sanmi Koyejo",
"Ila R Fiete"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/UniReps
|
https://openreview.net/forum?id=aP2a5i1iUf
|
poster
|
Understanding Mode Connectivity via Parameter Space Symmetry
|
[
"Bo Zhao",
"Nima Dehmamy",
"Robin Walters",
"Rose Yu"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/UniReps
|
https://openreview.net/forum?id=ZphCrdgqKp
|
poster
|
Channel Vision Transformers: An Image Is Worth C x 16 x 16 Words
|
[
"Yujia Bao",
"Srinivasan Sivanandan",
"Theofanis Karaletsos"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/UniReps
|
https://openreview.net/forum?id=ZPmx1ncKpr
|
poster
|
DISCOV: A Time Series Representations Disentanglement via Contrastive for Non-Intrusive Load Monitoring (NILM)
|
[
"Khalid Oublal",
"Said Ladjal",
"David Benhaiem",
"Emmanuel LE BORGNE",
"François Roueff"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/UniReps
|
https://openreview.net/forum?id=WuFcps7SNL
|
poster
|
Mixture of Multimodal Interaction Experts
|
[
"Haofei Yu",
"Paul Pu Liang",
"Ruslan Salakhutdinov",
"Louis-Philippe Morency"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/UniReps
|
https://openreview.net/forum?id=WgQZNoQ5AB
|
poster
|
Inverted-Attention Transformers can Learn Object Representations: Insights from Slot Attention
|
[
"Yi-Fu Wu",
"Klaus Greff",
"Gamaleldin Fathy Elsayed",
"Michael Curtis Mozer",
"Thomas Kipf",
"Sjoerd van Steenkiste"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/UniReps
|
https://openreview.net/forum?id=WcfVyzzJOS
|
poster
|
Increasing Brain-LLM Alignment via Information-Theoretic Compression
|
[
"Mycal Tucker",
"Greta Tuckute"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/UniReps
|
https://openreview.net/forum?id=TOp8uT3DZ9
|
poster
|
2312.15238
|
NoPose-NeuS: Jointly Optimizing Camera Poses with Neural Implicit Surfaces for Multi-view Reconstruction
|
[
"Mohamed Shawky Sabae",
"Hoda A. Baraka",
"Mayada Hadhoud"
] |
https://huggingface.co/papers/2312.15238
|
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|
Workshop/UniReps
|
https://openreview.net/forum?id=Qms9kWnbpP
|
oral
|
Expressivity of Spiking Neural Networks through the Spike Response Model
|
[
"Manjot Singh",
"Adalbert Fono",
"Gitta Kutyniok"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
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