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|---|---|---|---|---|---|---|---|---|---|---|---|---|
Workshop/R0-FoMo
|
https://openreview.net/forum?id=6FwaSOEeKD
|
oral
|
2307.00259
|
InstructEval: Systematic Evaluation of Instruction Selection Methods
|
[
"Anirudh Ajith",
"Mengzhou Xia",
"Ameet Deshpande",
"Karthik R Narasimhan"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/R0-FoMo
|
https://openreview.net/forum?id=5TsfEEwRsu
|
poster
|
2312.05180
|
PATHFINDER: Guided Search over Multi-Step Reasoning Paths
|
[
"Olga Golovneva",
"Sean O'Brien",
"Ramakanth Pasunuru",
"Tianlu Wang",
"Luke Zettlemoyer",
"Maryam Fazel-Zarandi",
"Asli Celikyilmaz"
] |
https://huggingface.co/papers/2312.05180
|
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|
Workshop/R0-FoMo
|
https://openreview.net/forum?id=4uiOPSvbN6
|
poster
|
Enhancing Large Language Models with Ensemble of Critics for Mitigating Toxicity and Hallucination
|
[
"Sajad Mousavi",
"Ricardo Luna Gutierrez",
"Desik Rengarajan",
"Vineet Gundecha",
"Ashwin Ramesh Babu",
"Avisek Naug",
"Antonio Guillen",
"Soumyendu Sarkar"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/R0-FoMo
|
https://openreview.net/forum?id=3MpDQ0YA7V
|
poster
|
Meta- (out-of-context) learning in neural networks
|
[
"Dmitrii Krasheninnikov",
"Egor Krasheninnikov",
"Bruno Mlodozeniec",
"David Krueger"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/R0-FoMo
|
https://openreview.net/forum?id=2gytoWpJGf
|
poster
|
Zero-shot Clustering of Embeddings with Pretrained and Self-Supervised Learnt Encoders
|
[
"Scott C Lowe",
"Joakim Bruslund Haurum",
"Sageev Oore",
"Thomas B. Moeslund",
"Graham W. Taylor"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/R0-FoMo
|
https://openreview.net/forum?id=2LkTVY15SM
|
poster
|
Flexible visual prompts for in context learning in computer vision
|
[
"Thomas Foster",
"Ioana Croitoru",
"Robert Dorfman",
"Christoffer Edlund",
"Thomas Varsavsky",
"Jon Almazán"
] |
[
"https://github.com/v7labs/xmem_icl"
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/R0-FoMo
|
https://openreview.net/forum?id=2J8xnFLMgF
|
poster
|
2405.19592
|
Why Larger Language Models Do In-context Learning Differently?
|
[
"Zhenmei Shi",
"Junyi Wei",
"Zhuoyan Xu",
"Yingyu Liang"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/R0-FoMo
|
https://openreview.net/forum?id=1fuyNbblEt
|
poster
|
Analyzing ChatGPT’s Behavior Shifts Over Time
|
[
"Lingjiao Chen",
"Matei Zaharia",
"James Zou"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/R0-FoMo
|
https://openreview.net/forum?id=1G7n7LW3mF
|
poster
|
Are Large Language Models Post Hoc Explainers?
|
[
"Nicholas Kroeger",
"Dan Ley",
"Satyapriya Krishna",
"Chirag Agarwal",
"Himabindu Lakkaraju"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/R0-FoMo
|
https://openreview.net/forum?id=0hTtit3AAm
|
poster
|
CLIPA-v2: Scaling CLIP Training with 81.1
|
[
"Xianhang Li",
"Zeyu Wang",
"Cihang Xie"
] |
[
"https://github.com/ucsc-vlaa/clipa"
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/R0-FoMo
|
https://openreview.net/forum?id=0GsHDvnzHg
|
poster
|
2311.14544
|
Inferring Latent Class Statistics from Text for Robust Visual Few-Shot Learning
|
[
"Yassir Bendou",
"Bastien Pasdeloup",
"Giulia Lioi",
"Vincent Gripon",
"Fabien Cardinaux",
"Ghouthi BOUKLI HACENE",
"Lukas Mauch"
] |
[
"https://github.com/ybendou/fs-text2stats"
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/M3L
|
https://openreview.net/forum?id=zrw68dPsdt
|
poster
|
2311.07013
|
A PAC-Bayesian Perspective on the Interpolating Information Criterion
|
[
"Liam Hodgkinson",
"Chris van der Heide",
"Robert Salomone",
"Fred Roosta",
"Michael Mahoney"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/M3L
|
https://openreview.net/forum?id=zarvq21MVP
|
poster
|
Graph Neural Networks Benefit from Structural Information Provably: A Feature Learning Perspective
|
[
"Wei Huang",
"Yuan Cao",
"Haonan Wang",
"Xin Cao",
"Taiji Suzuki"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/M3L
|
https://openreview.net/forum?id=zaeQGiPVYY
|
oral
|
Linear attention is (maybe) all you need (to understand transformer optimization)
|
[
"Kwangjun Ahn",
"Xiang Cheng",
"Minhak Song",
"Chulhee Yun",
"Ali Jadbabaie",
"Suvrit Sra"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/M3L
|
https://openreview.net/forum?id=xzJ8Xt6wy7
|
oral
|
Large Catapults in Momentum Gradient Descent with Warmup: An Empirical Study
|
[
"Prin Phunyaphibarn",
"Junghyun Lee",
"Bohan Wang",
"Huishuai Zhang",
"Chulhee Yun"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/M3L
|
https://openreview.net/forum?id=xxYfmRTwyX
|
oral
|
Feature Learning in Infinite-Depth Neural Networks
|
[
"Greg Yang",
"Dingli Yu",
"Chen Zhu",
"Soufiane Hayou"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/M3L
|
https://openreview.net/forum?id=wsgXCcqiQY
|
poster
|
2305.10406
|
Variational Classification
|
[
"Shehzaad Dhuliawala",
"Mrinmaya Sachan",
"Carl Allen"
] |
[
"https://github.com/shehzaadzd/variational-classification"
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/M3L
|
https://openreview.net/forum?id=vXkC6AOupO
|
poster
|
Implicit biases in multitask and continual learningfrom a backward error analysis perspective
|
[
"Benoit Dherin"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/M3L
|
https://openreview.net/forum?id=tMCsGRtzK2
|
poster
|
2402.16017
|
Spectrum Extraction and Clipping for Implicitly Linear Layers
|
[
"Ali Ebrahimpour-Boroojeny",
"Matus Telgarsky",
"Hari Sundaram"
] |
[
"https://github.com/ali-e/fastclip"
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/M3L
|
https://openreview.net/forum?id=qxy72wUf90
|
poster
|
The Noise Geometry of Stochastic Gradient Descent: A Quantitative and Analytical Characterization
|
[
"Mingze Wang",
"Lei Wu"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/M3L
|
https://openreview.net/forum?id=ovTv99C921
|
poster
|
Curvature-Dimension Tradeoff for Generalization in Hyperbolic Space
|
[
"Nico Alvarado",
"Hans Lobel",
"Mircea Petrache"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/M3L
|
https://openreview.net/forum?id=ocN0nmbAVo
|
poster
|
2403.03375
|
Complexity Matters: Dynamics of Feature Learning in the Presence of Spurious Correlations
|
[
"GuanWen Qiu",
"Da Kuang",
"Surbhi Goel"
] |
[
"https://github.com/NayutaQiu/Boolean_Spurious"
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/M3L
|
https://openreview.net/forum?id=oB6tknFuXF
|
poster
|
2306.07104
|
Unveiling the Hessian's Connection to the Decision Boundary
|
[
"Mahalakshmi Sabanayagam",
"Freya Behrens",
"Urte Adomaityte",
"Anna Dawid"
] |
[
"https://github.com/shmoo137/hessian-and-decision-boundary"
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/M3L
|
https://openreview.net/forum?id=mCjgbk31w1
|
poster
|
2307.01649
|
Nonparametric Classification on Low Dimensional Manifolds using Overparameterized Convolutional Residual Networks
|
[
"Zixuan Zhang",
"Kaiqi Zhang",
"Minshuo Chen",
"Yuma Takeda",
"Mengdi Wang",
"Tuo Zhao",
"Yu-Xiang Wang"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/M3L
|
https://openreview.net/forum?id=lIdMba8zHg
|
poster
|
2311.11303
|
Large Learning Rates Improve Generalization: But How Large Are We Talking About?
|
[
"Ekaterina Lobacheva",
"Eduard Pokonechny",
"Maxim Kodryan",
"Dmitry Vetrov"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/M3L
|
https://openreview.net/forum?id=kuAQRCHQNX
|
poster
|
Understanding the Role of Noisy Statistics in the Regularization Effect of Batch Normalization
|
[
"Atli Kosson",
"Dongyang Fan",
"Martin Jaggi"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/M3L
|
https://openreview.net/forum?id=kXf5CfXBbU
|
poster
|
Generalization Guarantees of Deep ResNets in the Mean-Field Regime
|
[
"Yihang Chen",
"Fanghui Liu",
"Yiping Lu",
"Grigorios Chrysos",
"Volkan Cevher"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/M3L
|
https://openreview.net/forum?id=jRqhooP4f9
|
poster
|
Theoretical Explanation for Generalization from Adversarial Perturbations
|
[
"Soichiro Kumano",
"Hiroshi Kera",
"Toshihiko Yamasaki"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/M3L
|
https://openreview.net/forum?id=iKiEzVD0DC
|
oral
|
2310.05249
|
In-Context Convergence of Transformers
|
[
"Yu Huang",
"Yuan Cheng",
"Yingbin Liang"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/M3L
|
https://openreview.net/forum?id=iBDcaBLhz2
|
poster
|
2305.18270
|
How Two-Layer Neural Networks Learn, One (Giant) Step at a Time
|
[
"Yatin Dandi",
"Florent Krzakala",
"Bruno Loureiro",
"Luca Pesce",
"Ludovic Stephan"
] |
[
"https://github.com/lucpoisson/giantstep"
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/M3L
|
https://openreview.net/forum?id=hWDqKtIwSo
|
poster
|
2211.10691
|
Two Facets of SDE Under an Information-Theoretic Lens: Generalization of SGD via Training Trajectories and via Terminal States
|
[
"Ziqiao Wang",
"Yongyi Mao"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/M3L
|
https://openreview.net/forum?id=hVcGX9oOeE
|
poster
|
Unraveling the Complexities of Simplicity Bias: Mitigating and Amplifying Factors
|
[
"Xuchen Gong",
"Tianwen Fu"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/M3L
|
https://openreview.net/forum?id=gLwzzmh79K
|
poster
|
2308.16898
|
Transformers as Support Vector Machines
|
[
"Davoud Ataee Tarzanagh",
"Yingcong Li",
"Christos Thrampoulidis",
"Samet Oymak"
] |
https://huggingface.co/papers/2308.16898
|
[
"https://github.com/umich-sota/tf-as-svm"
] |
[] |
[] |
[] |
NeurIPS2024
|
|
Workshop/M3L
|
https://openreview.net/forum?id=eHZhjP5QdR
|
poster
|
2312.01127
|
Symmetric Mean-field Langevin Dynamics for Distributional Minimax Problems
|
[
"Juno Kim",
"Kakei Yamamoto",
"Kazusato Oko",
"Zhuoran Yang",
"Taiji Suzuki"
] |
https://huggingface.co/papers/2312.01127
|
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|
Workshop/M3L
|
https://openreview.net/forum?id=dq5QGXGxoJ
|
poster
|
A Theoretical Study of Dataset Distillation
|
[
"Zachary Izzo",
"James Zou"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/M3L
|
https://openreview.net/forum?id=dE5MEi9906
|
poster
|
Transformers Learn Higher-Order Optimization Methods for In-Context Learning: A Study with Linear Models
|
[
"Deqing Fu",
"Tianqi Chen",
"Robin Jia",
"Vatsal Sharan"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/M3L
|
https://openreview.net/forum?id=c71B6zW70d
|
poster
|
2311.08309
|
Introducing an Improved Information-Theoretic Measure of Predictive Uncertainty
|
[
"Kajetan Schweighofer",
"Lukas Aichberger",
"Mykyta Ielanskyi",
"Sepp Hochreiter"
] |
https://huggingface.co/papers/2311.08309
|
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|
Workshop/M3L
|
https://openreview.net/forum?id=aBeZ3jid9i
|
poster
|
On the Role of Unstructured Training Data in Transformers' In-Context Learning Capabilities
|
[
"Kevin Christian Wibisono",
"Yixin Wang"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/M3L
|
https://openreview.net/forum?id=a1JCT4NPyP
|
poster
|
2309.08593
|
Attention-Only Transformers and Implementing MLPs with Attention Heads
|
[
"Robert Huben",
"Valerie Morris"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/M3L
|
https://openreview.net/forum?id=ZBqB3XiN6M
|
poster
|
Privacy at Interpolation: Precise Analysis for Random and NTK Features
|
[
"Simone Bombari",
"Marco Mondelli"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/M3L
|
https://openreview.net/forum?id=Z7UaGFmg8O
|
poster
|
Denoising Low-Rank Data Under Distribution Shift: Double Descent and Data Augmentation
|
[
"Chinmaya Kausik",
"Kashvi Srivastava",
"Rishi Sonthalia"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/M3L
|
https://openreview.net/forum?id=XMHpZIIOXk
|
poster
|
2310.07891
|
A Theory of Non-Linear Feature Learning with One Gradient Step in Two-Layer Neural Networks
|
[
"Behrad Moniri",
"Donghwan Lee",
"Hamed Hassani",
"Edgar Dobriban"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/M3L
|
https://openreview.net/forum?id=WvZV3JvmeR
|
oral
|
2310.02541
|
Benign Overfitting and Grokking in ReLU Networks for XOR Cluster Data
|
[
"Zhiwei Xu",
"Yutong Wang",
"Spencer Frei",
"Gal Vardi",
"Wei Hu"
] |
https://huggingface.co/papers/2310.02541
|
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|
Workshop/M3L
|
https://openreview.net/forum?id=WooXHaAvKQ
|
poster
|
How does Gradient Descent Learn Features — A Local Analysis for Regularized Two-Layer Neural Networks
|
[
"Mo Zhou",
"Rong Ge"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/M3L
|
https://openreview.net/forum?id=WGWM0MzWAg
|
oral
|
2310.00927
|
Understanding Transferable Representation Learning and Zero-shot Transfer in CLIP
|
[
"Zixiang Chen",
"Yihe Deng",
"Yuanzhi Li",
"Quanquan Gu"
] |
https://huggingface.co/papers/2310.00927
|
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|
Workshop/M3L
|
https://openreview.net/forum?id=Vg6oMb7fbh
|
poster
|
2311.11965
|
Provably Efficient CVaR RL in Low-rank MDPs
|
[
"Yulai Zhao",
"Wenhao Zhan",
"Xiaoyan Hu",
"Ho-fung Leung",
"Farzan Farnia",
"Wen Sun",
"Jason Lee"
] |
https://huggingface.co/papers/2311.11965
|
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|
Workshop/M3L
|
https://openreview.net/forum?id=StN285pphC
|
poster
|
Analysis of Task Transferability in Large Pre-trained Classifiers
|
[
"Akshay Mehra",
"Yunbei Zhang",
"Jihun Hamm"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/M3L
|
https://openreview.net/forum?id=Shqnglu4En
|
poster
|
On Scale-Invariant Sharpness Measures
|
[
"Behrooz Tahmasebi",
"Ashkan Soleymani",
"Stefanie Jegelka",
"Patrick Jaillet"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/M3L
|
https://openreview.net/forum?id=SU6KGZweUJ
|
poster
|
2306.05583
|
Gibbs-Based Information Criteria and the Over-Parameterized Regime
|
[
"Haobo Chen",
"Yuheng Bu",
"Gregory Wornell"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/M3L
|
https://openreview.net/forum?id=QPMfCLnIqf
|
poster
|
Grokking modular arithmetic can be explained by margin maximization
|
[
"Mohamad Amin Mohamadi",
"Zhiyuan Li",
"Lei Wu",
"Danica Sutherland"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/M3L
|
https://openreview.net/forum?id=QBOV4DqFh6
|
poster
|
Over-parameterised Shallow Neural Networks with Asymmetrical Node Scaling:
Global Convergence Guarantees and Feature Learning
|
[
"Fadhel Ayed",
"Francois Caron",
"Paul Jung",
"Juho Lee",
"Hoil Lee",
"Hongseok Yang"
] |
[
"https://github.com/anomdoubleblind/asymmetrical_scaling"
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/M3L
|
https://openreview.net/forum?id=PYZ2lNVxgz
|
poster
|
On the Computational Complexity of Inverting Generative Models
|
[
"Feyza Duman Keles",
"Chinmay Hegde"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/M3L
|
https://openreview.net/forum?id=M5SPJzYsWF
|
poster
|
2310.19253
|
Flow-based Distributionally Robust Optimization
|
[
"Chen Xu",
"Jonghyeok Lee",
"Xiuyuan Cheng",
"Yao Xie"
] |
[
"https://github.com/hamrel-cxu/flowdro"
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/M3L
|
https://openreview.net/forum?id=LyF1LmzXtU
|
poster
|
2310.08566
|
Transformers as Decision Makers: Provable In-Context Reinforcement Learning via Supervised Pretraining
|
[
"Licong Lin",
"Yu Bai",
"Song Mei"
] |
https://huggingface.co/papers/2310.08566
|
[
"https://github.com/licong-lin/in-context-rl"
] |
[] |
[] |
[] |
NeurIPS2024
|
|
Workshop/M3L
|
https://openreview.net/forum?id=LaFMLwI3rM
|
poster
|
2310.10616
|
How Do Transformers Learn In-Context Beyond Simple Functions? A Case Study on Learning with Representations
|
[
"Tianyu Guo",
"Wei Hu",
"Song Mei",
"Huan Wang",
"Caiming Xiong",
"Silvio Savarese",
"Yu Bai"
] |
https://huggingface.co/papers/2310.10616
|
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|
Workshop/M3L
|
https://openreview.net/forum?id=KzR07JhgtW
|
poster
|
A Theoretical Explanation of Deep RL Performance in Stochastic Environments
|
[
"Cassidy Laidlaw",
"Banghua Zhu",
"Stuart Russell",
"Anca Dragan"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/M3L
|
https://openreview.net/forum?id=Kx4gLWx2ze
|
oral
|
2309.11420
|
Deep Networks as Denoising Algorithms: Sample-Efficient Learning of Diffusion Models in High-Dimensional Graphical Models
|
[
"Song Mei",
"Yuchen Wu"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/M3L
|
https://openreview.net/forum?id=KZ47dqKtGs
|
poster
|
Under-Parameterized Double Descent for Ridge Regularized Least Squares Denoising of Data on a Line
|
[
"Rishi Sonthalia",
"Xinyue Li",
"Bochao Gu"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/M3L
|
https://openreview.net/forum?id=IfyZSIxcoM
|
poster
|
Continual Learning for Long-Tailed Recognition: Bridging the Gap in Theory and Practice
|
[
"Mahdiyar Molahasani",
"Ali Etemad",
"Michael Greenspan"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/M3L
|
https://openreview.net/forum?id=Gw77i2J8g5
|
poster
|
SimVAE: Narrowing the gap between Discriminative Generative Representation Learning
|
[
"Alice Bizeul",
"Carl Allen"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/M3L
|
https://openreview.net/forum?id=FyCkPgTlXO
|
poster
|
2305.17212
|
Rotational Equilibrium: How Weight Decay Balances Learning Across Neural Networks
|
[
"Atli Kosson",
"Bettina Messmer",
"Martin Jaggi"
] |
[
"https://github.com/epfml/rotational-optimizers"
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/M3L
|
https://openreview.net/forum?id=FM6MtmeRxZ
|
poster
|
Benign Oscillation of Stochastic Gradient Descent with Large Learning Rate
|
[
"Miao Lu",
"Beining Wu",
"Xiaodong Yang",
"Difan Zou"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/M3L
|
https://openreview.net/forum?id=DYiER5LgUU
|
poster
|
On Compositionality and Emergence in Physical Systems Generativie Modeling
|
[
"Justin Diamond"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/M3L
|
https://openreview.net/forum?id=ClCrg213JS
|
poster
|
Escaping Random Teacher Initialization Enhances Signal Propagation and Representation
|
[
"Felix Sarnthein",
"Sidak Pal Singh",
"Antonio Orvieto",
"Thomas Hofmann"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/M3L
|
https://openreview.net/forum?id=CDmerQ37Zs
|
poster
|
2310.07923
|
The Expressive Power of Transformers with Chain of Thought
|
[
"William Merrill",
"Ashish Sabharwal"
] |
https://huggingface.co/papers/2310.07923
|
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|
Workshop/M3L
|
https://openreview.net/forum?id=BMQ4i2RVbE
|
poster
|
Transformers as Multi-Task Feature Selectors: Generalization Analysis of In-Context Learning
|
[
"Hongkang Li",
"Meng Wang",
"Songtao Lu",
"Hui Wan",
"Xiaodong Cui",
"Pin-Yu Chen"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/M3L
|
https://openreview.net/forum?id=AxoqhdHHH1
|
oral
|
Fit Like You Sample: Sample-Efficient Score Matching From Fast Mixing Diffusions
|
[
"Yilong Qin",
"Andrej Risteski"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/M3L
|
https://openreview.net/forum?id=9qxoXqxa0N
|
poster
|
2310.07838
|
Towards the Fundamental Limits of Knowledge Transfer over Finite Domains
|
[
"Qingyue Zhao",
"Banghua Zhu"
] |
https://huggingface.co/papers/2310.07838
|
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|
Workshop/M3L
|
https://openreview.net/forum?id=9BYEBbhDRk
|
poster
|
2311.04163
|
Outliers with Opposing Signals Have an Outsized Effect on Neural Network Optimization
|
[
"Elan Rosenfeld",
"Andrej Risteski"
] |
https://huggingface.co/papers/2311.04163
|
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|
Workshop/M3L
|
https://openreview.net/forum?id=8s8w7nwCuk
|
poster
|
MoXCo:How I learned to stop exploring and love my local minima?
|
[
"Esha Singh",
"Shoham Sabach",
"Yu-Xiang Wang"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/M3L
|
https://openreview.net/forum?id=89fKHVtsMR
|
poster
|
First-order ANIL provably learns representations despite overparametrisation
|
[
"Oğuz Yüksel",
"Etienne Boursier",
"Nicolas Flammarion"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/M3L
|
https://openreview.net/forum?id=7iibkkg0WI
|
poster
|
2306.01710
|
A Data-Driven Measure of Relative Uncertainty for Misclassification Detection
|
[
"Eduardo Dadalto Câmara Gomes",
"Marco Romanelli",
"Georg Pichler",
"Pablo Piantanida"
] |
https://huggingface.co/papers/2306.01710
|
[
"https://github.com/edadaltocg/relative-uncertainty"
] |
[] |
[] |
[] |
NeurIPS2024
|
|
Workshop/M3L
|
https://openreview.net/forum?id=7QRaAfbium
|
poster
|
2312.17173
|
Non-Vacuous Generalization Bounds for Large Language Models
|
[
"Sanae Lotfi",
"Marc Finzi",
"Yilun Kuang",
"Tim Rudner",
"Micah Goldblum",
"Andrew Wilson"
] |
https://huggingface.co/papers/2312.17173
|
[
"https://github.com/sanaelotfi/sublora-bounds-for-llms"
] |
[] |
[] |
[] |
NeurIPS2024
|
|
Workshop/M3L
|
https://openreview.net/forum?id=7OwnWAPfXu
|
poster
|
Learning from setbacks: the impact of adversarial initialization on generalization performance
|
[
"Kavya Ravichandran",
"Yatin Dandi",
"Stefani Karp",
"Francesca Mignacco"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/M3L
|
https://openreview.net/forum?id=6pfCFDPhy6
|
oral
|
2309.16620
|
Depthwise Hyperparameter Transfer in Residual Networks: Dynamics and Scaling Limit
|
[
"Blake Bordelon",
"Lorenzo Noci",
"Mufan Li",
"Boris Hanin",
"Cengiz Pehlevan"
] |
https://huggingface.co/papers/2309.16620
|
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|
Workshop/M3L
|
https://openreview.net/forum?id=6ZUH4KRM1o
|
poster
|
2310.20053
|
Estimating optimal PAC-Bayes bounds with Hamiltonian Monte Carlo
|
[
"Szilvia Ujváry",
"Gergely Flamich",
"Vincent Fortuin",
"José Miguel Hernández-Lobato"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/M3L
|
https://openreview.net/forum?id=6V11PG7w5l
|
poster
|
Divergence at the Interpolation Threshold: Identifying, Interpreting Ablating the Sources of a Deep Learning Puzzle
|
[
"Rylan Schaeffer",
"Zachary Robertson",
"Akhilan Boopathy",
"Mikail Khona",
"Ila Fiete",
"Andrey Gromov",
"Sanmi Koyejo"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/M3L
|
https://openreview.net/forum?id=6O15A3h2yl
|
poster
|
2310.17087
|
Good regularity creates large learning rate implicit biases: edge of stability, balancing, and catapult
|
[
"Yuqing Wang",
"Zhenghao Xu",
"Tuo Zhao",
"Molei Tao"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/M3L
|
https://openreview.net/forum?id=5QyvPPnrGf
|
poster
|
2206.06661
|
Toward Student-oriented Teacher Network Training for Knowledge Distillation
|
[
"Chengyu Dong",
"Liyuan Liu",
"Jingbo Shang"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/M3L
|
https://openreview.net/forum?id=5CRGXIjjJA
|
poster
|
2306.14306
|
Adaptive Sharpness-Aware Pruning for Robust Sparse Networks
|
[
"Anna Bair",
"Hongxu Yin",
"Maying Shen",
"Pavlo Molchanov",
"Jose M. Alvarez"
] |
https://huggingface.co/papers/2306.14306
|
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|
Workshop/M3L
|
https://openreview.net/forum?id=4pPnQqUMLS
|
poster
|
Invariant Low-Dimensional Subspaces in Gradient Descent for Learning Deep Matrix Factorizations
|
[
"Can Yaras",
"Peng Wang",
"Wei Hu",
"Zhihui Zhu",
"Laura Balzano",
"Qing Qu"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/M3L
|
https://openreview.net/forum?id=4927EDtTI6
|
poster
|
How Structured Data Guides Feature Learning: A Case Study of the Parity Problem
|
[
"Atsushi Nitanda",
"Kazusato Oko",
"Taiji Suzuki",
"Denny Wu"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/M3L
|
https://openreview.net/forum?id=3vkeYFEZxW
|
poster
|
The Next Symbol Prediction Problem: PAC-learning and its relation to Language Models
|
[
"Satwik Bhattamishra",
"Phil Blunsom",
"Varun Kanade"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/M3L
|
https://openreview.net/forum?id=3vBtKsiHEC
|
poster
|
Why Do We Need Weight Decay for Overparameterized Deep Networks?
|
[
"Francesco D'Angelo",
"Aditya Varre",
"Maksym Andriushchenko",
"Nicolas Flammarion"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/M3L
|
https://openreview.net/forum?id=3YcBch3ejt
|
poster
|
The Double-Edged Sword: Perception and Uncertainty in Inverse Problems
|
[
"Regev Cohen",
"Ehud Rivlin",
"Daniel Freedman"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/M3L
|
https://openreview.net/forum?id=3WBUUAgPxy
|
poster
|
Near-Interpolators: Fast Norm Growth and Tempered Near-Overfitting
|
[
"Yutong Wang",
"Rishi Sonthalia",
"Wei Hu"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/M3L
|
https://openreview.net/forum?id=3BqXz5sAEN
|
poster
|
2311.16526
|
On robust overfitting: adversarial training induced distribution matters
|
[
"Runzhi Tian",
"Yongyi Mao"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/M3L
|
https://openreview.net/forum?id=25g5u1t6nC
|
poster
|
2310.00526
|
Are Graph Neural Networks Optimal Approximation Algorithms?
|
[
"Morris Yau",
"Eric Lu",
"Nikolaos Karalias",
"Jessica Xu",
"Stefanie Jegelka"
] |
[
"https://github.com/penlu/bespoke-gnn4do"
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/M3L
|
https://openreview.net/forum?id=1UGbUnQZv0
|
poster
|
2310.00535
|
JoMA: Demystifying Multilayer Transformers via JOint Dynamics of MLP and Attention
|
[
"Yuandong Tian",
"Yiping Wang",
"Zhenyu Zhang",
"Beidi Chen",
"Simon Du"
] |
https://huggingface.co/papers/2310.00535
|
[
"https://github.com/facebookresearch/luckmatters"
] |
[] |
[] |
[] |
NeurIPS2024
|
|
Workshop/Instruction
|
https://openreview.net/forum?id=yx3Hkx5ved
|
poster
|
2310.03744
|
Improved Baselines with Visual Instruction Tuning
|
[
"Haotian Liu",
"Chunyuan Li",
"Yuheng Li",
"Yong Jae Lee"
] |
https://huggingface.co/papers/2310.03744
|
[
""
] |
[
"merve/llava-next",
"merve/compare_VLMs",
"DiscloseAI/pllava-7b-demo",
"anand004/Multimodal-PDF-Chatbot",
"dwb2023/omniscience",
"catastropiyush/llava-next-Plot-Extract",
"dwb2023/hf_extractor",
"dwb2023/model_explorer2",
"DiscloseAI/pllava-13b-demo",
"PeepDaSlan9/stabilityai-japanese-stable-vlm",
"mrqadeer/llava-hf-llava-v1.6-mistral-7b-hf",
"dwb2023/model_explorer4",
"Raghuan/pdf_bot_new",
"larry1129/WooWoof_AI",
"yashasgupta/Image_Caption",
"vitvit/llava-hf-llava-v1.6-34b-hf",
"arkerekon/llava-hf-llava-v1.6-34b-hf",
"JayGhiya/image-text-llava-13b-v1.6",
"realaer/src",
"stmackcat/llava-next",
"Johnyquest7/llava-next-test",
"fradeai/llava-hf-llava-v1.6-mistral-7b-hf",
"arkerekon/llava-hf-llava-v1.6-mistral-7b-hf",
"ThinkAI-Morocco/llava-next",
"anand004/Multimodal-PDF-RAG",
"kh-CHEUNG/EIL-Demo",
"AIEArt/llava-chatbot",
"dkondic/ImageChatbot",
"chart-misinformation-detection/Llava-Next-BLP4k",
"Raghuan/PDF_chatbot",
"whan12/llava-next",
"Spencer525/MMrapd",
"ojilethegenius/llava-next",
"ovidiuionita/cro-audit",
"Benfou21/Mutli_vector_RAG",
"BOUDELLAH/llava",
"ermu2001/pllava-34b-demo",
"fradeai/llava-hf-llava-v1.6-vicuna-7b-hf",
"AI-Secure/MMDT-radar",
"ManishThota/pllava-34b-demo",
"diabolic6045/japanese-stable-vlm-demo",
"Aranya31/ft_LLaVA-Med"
] |
[
"llava-hf/llava-v1.6-mistral-7b-hf",
"llava-hf/llava-v1.6-34b-hf",
"stabilityai/japanese-stable-vlm",
"Intel/llava-gemma-2b",
"cyberagent/llava-calm2-siglip",
"llava-hf/llava-v1.6-vicuna-13b-hf",
"llava-hf/llava-v1.6-vicuna-7b-hf",
"Intel/llava-llama-3-8b",
"SpursgoZmy/table-llava-v1.5-7b",
"Intel/llava-gemma-7b",
"jingyaogong/minimind-v-v1",
"SpursgoZmy/table-llava-v1.5-13b",
"multitensor/model1",
"circulus/TinyHawk-v1",
"saurabh-straive/llava_100k_finetuned",
"Straive/llava-1.5-13b-lora-100k-8-mar",
"GDinesh/llava-1-5",
"saurabh-straive/llava-1-5",
"Straive/llava-v1.6-34b-hf",
"adinath/tablellava",
"rroset/llava-v1.6-mistral-7b-rrm",
"starriver030515/LLaVA",
"chart-misinformation-detection/llava-1.6-mistral-7b-snoopy-1.0-post-finetune-full-folder",
"chart-misinformation-detection/hf-llava-next-finetune-blp4k",
"csuhan/LLaVA_EF",
"mylesgoose/Llama-3.1-Minitron-4B-Llava-Nvidia-siglip-ov",
"jingyaogong/minimind-v-v1-small",
"palpit/mydataset",
"zliubot/table-llava-v1.5-7b"
] |
[
"lmms-lab/M4-Instruct-Data",
"X2FD/LVIS-Instruct4V-mix730k",
"swap-uniba/WILD_IT",
"jiahaonie/MMRel",
"jiahaonie/README.md"
] |
NeurIPS2024
|
|
Workshop/Instruction
|
https://openreview.net/forum?id=yi8KGilFFk
|
poster
|
2309.13788
|
Can LLM-Generated Misinformation Be Detected?
|
[
"Canyu Chen",
"Kai Shu"
] |
https://huggingface.co/papers/2309.13788
|
[
"https://github.com/llm-misinformation/llm-misinformation"
] |
[] |
[] |
[] |
NeurIPS2024
|
|
Workshop/Instruction
|
https://openreview.net/forum?id=yeQvl1q8Vy
|
poster
|
Prometheus: Inducing Evaluation Capability in Language Models
|
[
"Seungone Kim",
"Jamin Shin",
"Yejin Cho",
"Joel Jang",
"Shayne Longpre",
"Hwaran Lee",
"Sangdoo Yun",
"Seongjin Shin",
"Sungdong Kim",
"James Thorne",
"Minjoon Seo"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/Instruction
|
https://openreview.net/forum?id=ydY0xXNhwi
|
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/Instruction
|
https://openreview.net/forum?id=xulyCXgIWH
|
poster
|
2310.01889
|
Ring Attention with Blockwise Transformers for Near-Infinite Context
|
[
"Hao Liu",
"Matei Zaharia",
"Pieter Abbeel"
] |
https://huggingface.co/papers/2310.01889
|
[
"https://github.com/forhaoliu/ringattention"
] |
[] |
[] |
[] |
NeurIPS2024
|
|
Workshop/Instruction
|
https://openreview.net/forum?id=xaqoZZqkPU
|
poster
|
Reflection-Tuning: Recycling Data for Better Instruction-Tuning
|
[
"Ming Li",
"Lichang Chen",
"Jiuhai Chen",
"Shwai He",
"Tianyi Zhou"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/Instruction
|
https://openreview.net/forum?id=x6MlSOzbmC
|
poster
|
Supervised Fine-Tuning of Large Language Models on Human Demonstrations Through the Lens of Memorization
|
[
"Yubin Ge",
"Devamanyu Hazarika",
"Yang Liu",
"Mahdi Namazifar"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/Instruction
|
https://openreview.net/forum?id=wq4OaU8tfE
|
poster
|
Grounding Code Generation with Input-Output Specifications
|
[
"Yeming Wen",
"Pengcheng Yin",
"Kensen Shi",
"Henryk Michalewski",
"Swarat Chaudhuri",
"Alex Polozov"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/Instruction
|
https://openreview.net/forum?id=wcSx5VjTPP
|
poster
|
2308.07074
|
#InsTag: Instruction Tagging for Analyzing Supervised Fine-tuning of Large Language Models
|
[
"Keming Lu",
"Hongyi Yuan",
"Zheng Yuan",
"Runji Lin",
"Junyang Lin",
"Chuanqi Tan",
"Chang Zhou",
"Jingren Zhou"
] |
https://huggingface.co/papers/2308.07074
|
[
"https://github.com/ofa-sys/instag"
] |
[] |
[
"OFA-Sys/InsTagger",
"zake7749/gemma-2-2b-it-chinese-kyara-dpo",
"RichardErkhov/zake7749_-_gemma-2-2b-it-chinese-kyara-dpo-4bits",
"RichardErkhov/zake7749_-_gemma-2-2b-it-chinese-kyara-dpo-8bits"
] |
[] |
NeurIPS2024
|
|
Workshop/Instruction
|
https://openreview.net/forum?id=wYLASkYFJU
|
poster
|
Training Speech Recognition Models to Follow Instructions
|
[
"Cheng-I Lai",
"Zhiyun Lu",
"Liangliang Cao",
"Ruoming Pang"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/Instruction
|
https://openreview.net/forum?id=vDXvtytjdX
|
poster
|
Enhanced Visual Instruction Tuning for Text-Rich Image Understanding
|
[
"Yanzhe Zhang",
"Ruiyi Zhang",
"Jiuxiang Gu",
"Yufan Zhou",
"Nedim Lipka",
"Diyi Yang",
"Tong Sun"
] |
[
"https://github.com/SALT-NLP/LLaVAR"
] |
[] |
[] |
[] |
NeurIPS2024
|
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