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IAMJB
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paper_conference_aggregate

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Workshop/CRL
https://openreview.net/forum?id=Whr6uobelR
poster
2403.08335
A Sparsity Principle for Partially Observable Causal Representation Learning
[ "Danru Xu", "Dingling Yao", "Sebastien Lachapelle", "Perouz Taslakian", "Julius von Kügelgen", "Francesco Locatello", "Sara Magliacane" ]
[ "https://github.com/danrux/sparsity-crl" ]
[]
[]
[]
NeurIPS2024
Workshop/CRL
https://openreview.net/forum?id=VJjTq7QmRv
poster
Mixup-Based Knowledge Distillation with Causal Intervention for Multi-Task Speech Classification
[ "Kwangje Baeg", "Hyeopwoo Lee", "Yeomin Yoon", "Jongmo Kim" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/CRL
https://openreview.net/forum?id=TIIufkRcYh
poster
Hierarchical Causal Representation Learning
[ "Angelos Nalmpantis", "Phillip Lippe", "Sara Magliacane" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/CRL
https://openreview.net/forum?id=T0PoOJg8cK
oral
2311.03658
The Linear Representation Hypothesis and the Geometry of Large Language Models
[ "Kiho Park", "Yo Joong Choe", "Victor Veitch" ]
https://huggingface.co/papers/2311.03658
[ "https://github.com/kihopark/linear_rep_geometry" ]
[]
[]
[]
NeurIPS2024
Workshop/CRL
https://openreview.net/forum?id=SvOXIxPWcM
poster
2311.16941
Debiasing Multimodal Models via Causal Information Minimization
[ "Vaidehi Patil", "Adyasha Maharana", "Mohit Bansal" ]
https://huggingface.co/papers/2311.16941
[ "https://github.com/vaidehi99/causalinfomin" ]
[]
[]
[]
NeurIPS2024
Workshop/CRL
https://openreview.net/forum?id=RS3ulfWvbo
poster
Unfairness Detection within Power Systems through Transfer Counterfactual Learning
[ "Song Wei", "Xiangrui Kong", "Sarah Ann Huestis-Mitchell", "Yao Xie", "Shixiang Zhu", "Alinson Santos Xavier", "Feng Qiu" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/CRL
https://openreview.net/forum?id=QBrGSFq0vz
poster
2307.07090
Choice Models and Permutation Invariance: Demand Estimation in Differentiated Products Markets
[ "Amandeep Singh", "Ye Liu", "Hema Yoganarasimhan" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/CRL
https://openreview.net/forum?id=PbPLk5OcAK
poster
2312.13438
Independent Mechanism Analysis and the Manifold Hypothesis
[ "Shubhangi Ghosh", "Luigi Gresele", "Julius von Kügelgen", "Michel Besserve", "Bernhard Schölkopf" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/CRL
https://openreview.net/forum?id=O9jfSs82XU
poster
Cells2Vec: Bridging the gap between experiments and simulations using causal representation learning
[ "Dhruva Rajwade", "Atiyeh Ahmadi", "Brian Paul Ingalls" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/CRL
https://openreview.net/forum?id=MytNJ6lXAV
oral
Score-based Causal Representation Learning from Interventions: Nonparametric Identifiability
[ "Burak Varici", "Emre Acartürk", "Karthikeyan Shanmugam", "Ali Tajer" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/CRL
https://openreview.net/forum?id=LtkQY7PJVB
poster
2310.02854
Multi-Domain Causal Representation Learning via Weak Distributional Invariances
[ "Kartik Ahuja", "Amin Mansouri", "Yixin Wang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/CRL
https://openreview.net/forum?id=KqMKDMw2Iv
poster
2305.15742
Counterfactual Generative Models for Time-Varying Treatments
[ "Shenghao Wu", "Wenbin Zhou", "Minshuo Chen", "Shixiang Zhu" ]
[ "https://github.com/shenghaowu/counterfactual-generative-models" ]
[]
[]
[]
NeurIPS2024
Workshop/CRL
https://openreview.net/forum?id=JoISqbH8vl
poster
2311.08815
Self-Supervised Disentanglement by Leveraging Structure in Data Augmentations
[ "Cian Eastwood", "Julius von Kügelgen", "Linus Ericsson", "Diane Bouchacourt", "Pascal Vincent", "Mark Ibrahim", "Bernhard Schölkopf" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/CRL
https://openreview.net/forum?id=HAymeESPKo
poster
Object-Centric Semantic Vector Quantization
[ "Yi-Fu Wu", "Minseung Lee", "Sungjin Ahn" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/CRL
https://openreview.net/forum?id=H3yd4W0vCM
poster
2403.09830
Towards the Reusability and Compositionality of Causal Representations
[ "Davide Talon", "Phillip Lippe", "Stuart James", "Alessio Del Bue", "Sara Magliacane" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/CRL
https://openreview.net/forum?id=GaoLn9UI1G
poster
2310.19054
Object-centric architectures enable efficient causal representation learning
[ "Amin Mansouri", "Jason Hartford", "Yan Zhang", "Yoshua Bengio" ]
https://huggingface.co/papers/2310.19054
[ "https://github.com/amansouri3476/oc-crl" ]
[]
[]
[]
NeurIPS2024
Workshop/CRL
https://openreview.net/forum?id=FVq8SSco3q
poster
2401.12934
Reward-Relevance-Filtered Linear Offline Reinforcement Learning
[ "Angela Zhou" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/CRL
https://openreview.net/forum?id=FNlfCBZ1tD
poster
Putting Causal Identification to the Test: Falsification using Multi-Environment Data
[ "Rickard Karlsson", "Ștefan Creastă", "JH Krijthe" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/CRL
https://openreview.net/forum?id=E8IhOxNREv
oral
2311.04056
Multi-View Causal Representation Learning with Partial Observability
[ "Dingling Yao", "Danru Xu", "Sebastien Lachapelle", "Sara Magliacane", "Perouz Taslakian", "Georg Martius", "Julius von Kügelgen", "Francesco Locatello" ]
https://huggingface.co/papers/2311.04056
[ "https://github.com/causallearningai/multiview-crl" ]
[]
[]
[]
NeurIPS2024
Workshop/CRL
https://openreview.net/forum?id=DyitJM9vAE
poster
Invariance Causal Representation Learning: Prospects and Limitations
[ "Simon Bing", "Jonas Wahl", "Urmi Ninad", "Jakob Runge" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/CRL
https://openreview.net/forum?id=BQpfwa0NNJ
poster
Curvature and Causal Inference in Network Data
[ "Amirhossein Farzam", "Allen Tannenbaum", "Guillermo Sapiro" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/CRL
https://openreview.net/forum?id=9cDEglKlj5
poster
2310.17405
Causal Modeling with Stationary Diffusions
[ "Lars Lorch", "Andreas Krause", "Bernhard Schölkopf" ]
[ "https://github.com/larslorch/stadion" ]
[]
[]
[]
NeurIPS2024
Workshop/CRL
https://openreview.net/forum?id=8btzvHmSfU
poster
Learning to ignore: Single Source Domain Generalization via Oracle Regularization
[ "Dong Kyu Cho", "Sanghack Lee" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/CRL
https://openreview.net/forum?id=6vmxURfudf
poster
Instance-Dependent Partial Label Learning with Identifiable Causal Representations
[ "Yizhi Wang", "Weijia Zhang", "Min-Ling Zhang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/CRL
https://openreview.net/forum?id=6YIX9sc7Xt
poster
Causal Markov Blanket Representation Learning for Out-of-distribution Generalization
[ "Naiyu Yin", "Hanjing Wang", "Tian Gao", "Amit Dhurandhar", "Qiang Ji" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/CRL
https://openreview.net/forum?id=5l1OdD81W4
oral
2310.04295
Identifying Representations for Intervention Extrapolation
[ "Sorawit Saengkyongam", "Elan Rosenfeld", "Pradeep Kumar Ravikumar", "Niklas Pfister", "Jonas Peters" ]
https://huggingface.co/papers/2310.04295
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/CRL
https://openreview.net/forum?id=31aOhyoQRI
poster
Learning Causally-Aware Representations of Multi-Agent Interactions
[ "Yuejiang Liu", "Ahmad Rahimi", "Po-Chien Luan", "Frano Rajič", "Alexandre Alahi" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/CRL
https://openreview.net/forum?id=1gY17EWQyl
poster
2307.05704
A Causal Ordering Prior for Unsupervised Representation Learning
[ "Avinash Kori", "Pedro Sanchez", "Konstantinos Vilouras", "Ben Glocker", "Sotirios A. Tsaftaris" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/CRL
https://openreview.net/forum?id=0man1UezvH
poster
Learning Macro Variables with Auto-encoders
[ "Dhanya Sridhar", "Eric Elmoznino", "Maitreyi Swaroop" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/MATH-AI
https://openreview.net/forum?id=xsyq6t10iI
poster
2310.14628
Plan, Verify and Switch: Integrated Reasoning with Diverse X-of-Thoughts
[ "Tengxiao Liu", "Qipeng Guo", "Yuqing Yang", "Xiangkun Hu", "Yue Zhang", "Xipeng Qiu", "Zheng Zhang" ]
[ "https://github.com/tengxiaoliu/xot" ]
[]
[]
[]
NeurIPS2024
Workshop/MATH-AI
https://openreview.net/forum?id=woQ9G0bzBM
poster
2311.03583
Finding Increasingly Large Extremal Graphs with AlphaZero and Tabu Search
[ "Abbas Mehrabian", "Ankit Anand", "Hyunjik Kim", "Nicolas Sonnerat", "Tudor Berariu", "Matej Balog", "Gheorghe Comanici", "Andrew Lee", "Anian Ruoss", "Anna Bulanova", "Daniel Toyama", "Sam Blackwell", "Bernardino Romera Paredes", "Laurent Orseau", "Petar Veličković", "Anurag Murty Naredla", "Joonkyung Lee", "Adam Zsolt Wagner", "Doina Precup" ]
https://huggingface.co/papers/2311.03583
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/MATH-AI
https://openreview.net/forum?id=vibHb75kYq
poster
Augmenting Large Language Models with Symbolic Rule Learning for Robust Numerical Reasoning
[ "Hadeel Al-Negheimish", "Pranava Madhyastha", "Alessandra Russo" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/MATH-AI
https://openreview.net/forum?id=tEUJiua8ir
poster
2310.16028
What Algorithms can Transformers Learn? A Study in Length Generalization
[ "Hattie Zhou", "Arwen Bradley", "Etai Littwin", "Noam Razin", "Omid Saremi", "Joshua Susskind", "Samy Bengio", "Preetum Nakkiran" ]
https://huggingface.co/papers/2310.16028
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/MATH-AI
https://openreview.net/forum?id=sSgdyY0YJR
poster
Temperature-scaled large language models for Lean proofstep prediction
[ "Fabian Gloeckle", "Baptiste Roziere", "Amaury Hayat", "Gabriel Synnaeve" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/MATH-AI
https://openreview.net/forum?id=rTz88hpGxc
poster
2401.16024
Probabilistic Abduction for Visual Abstract Reasoning via Learning Rules in Vector-symbolic Architectures
[ "Michael Hersche", "Francesco di Stefano", "Thomas Hofmann", "Abu Sebastian", "Abbas Rahimi" ]
[ "https://github.com/ibm/learn-vector-symbolic-architectures-rule-formulations" ]
[]
[]
[]
NeurIPS2024
Workshop/MATH-AI
https://openreview.net/forum?id=qRu578CgJD
poster
2310.13072
Reinforcement Learning in Control Theory: A New Approach to Mathematical Problem Solving
[ "Kala Agbo Bidi", "Jean-Michel Coron", "Amaury Hayat", "Nathan Lichtlé" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/MATH-AI
https://openreview.net/forum?id=oX1ANuWuIn
poster
Can We Count on Deep Learning: Exploring and Characterizing Combinatorial Structures Using Machine Learning
[ "Helen Jenne", "Herman Chau", "Davis Brown", "Jackson Warley", "Timothy Doster", "Henry Kvinge" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/MATH-AI
https://openreview.net/forum?id=m7m14acWQi
poster
2304.09102
Solving Math Word Problems by Combining Language Models With Symbolic Solvers
[ "Joy He-Yueya", "Gabriel Poesia", "Rose Wang", "Noah Goodman" ]
[ "https://github.com/joyheyueya/declarative-math-word-problem" ]
[]
[]
[]
NeurIPS2024
Workshop/MATH-AI
https://openreview.net/forum?id=loDIYsNLbw
poster
2401.06961
CHAMP: A Competition-Level Dataset for Fine-Grained Analyses of LLMs' Mathematical Reasoning Capabilities
[ "Yujun Mao", "Yoon Kim", "Yilun Zhou" ]
https://huggingface.co/papers/2401.06961
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/MATH-AI
https://openreview.net/forum?id=j3mujdoAob
poster
2310.13021
AI for Mathematics: A Cognitive Science Perspective
[ "Cedegao Zhang", "Katherine Collins", "Adrian Weller", "Joshua Tenenbaum" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/MATH-AI
https://openreview.net/forum?id=itphvM79Fx
poster
A Language-Agent Approach to Formal Theorem-Proving
[ "Amitayush Thakur", "Yeming Wen", "Swarat Chaudhuri" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/MATH-AI
https://openreview.net/forum?id=hrI14X0Ltk
poster
2310.02255
MathVista: Evaluating Mathematical Reasoning of Foundation Models in Visual Contexts
[ "Pan Lu", "Hritik Bansal", "Tony Xia", "Jiacheng Liu", "Chunyuan Li", "Hannaneh Hajishirzi", "Hao Cheng", "Kai-Wei Chang", "Michel Galley", "Jianfeng Gao" ]
https://huggingface.co/papers/2310.02255
[ "" ]
[]
[]
[ "AI4Math/MathVista" ]
NeurIPS2024
Workshop/MATH-AI
https://openreview.net/forum?id=gUJLxVpWi2
poster
ToolDec: Syntax Error-Free and Generalizable Tool Use for LLMs via Finite-State Decoding
[ "Hongqiao Chen", "Kexun Zhang", "Lei Li", "William Yang Wang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/MATH-AI
https://openreview.net/forum?id=btQ7Bt1NLF
poster
Teaching small transformers to rewrite ZX diagrams
[ "Francois Charton", "Alexandre Krajenbrink", "Konstantinos Meichanetzidis", "Richie Yeung" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/MATH-AI
https://openreview.net/forum?id=YfhuG7xHQ8
poster
2307.03381
Teaching Arithmetic to Small Transformers
[ "Nayoung Lee", "Kartik Sreenivasan", "Jason Lee", "Kangwook Lee", "Dimitris Papailiopoulos" ]
https://huggingface.co/papers/2307.03381
[ "https://github.com/lee-ny/teaching_arithmetic" ]
[]
[]
[]
NeurIPS2024
Workshop/MATH-AI
https://openreview.net/forum?id=WgaVCqZeIU
poster
2303.04488
Magnushammer: A Transformer-Based Approach to Premise Selection
[ "Maciej Mikuła", "Szymon Antoniak", "Szymon Tworkowski", "Bartosz Piotrowski", "Albert Jiang", "Jin Peng Zhou", "Christian Szegedy", "Łukasz Kuciński", "Piotr Miłoś", "Yuhuai Wu" ]
https://huggingface.co/papers/2303.04488
[ "" ]
[]
[]
[ "Simontwice/premise_selection_in_isabelle" ]
NeurIPS2024
Workshop/MATH-AI
https://openreview.net/forum?id=WWDsbsgyhS
poster
SIRD: Symbolic Integration Rules Dataset
[ "Vaibhav Sharma", "abhinav nagpal", "Muhammed Fatih Balin" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/MATH-AI
https://openreview.net/forum?id=VlUAcTr881
poster
2307.07951
MinT: Boosting Generalization in Mathematical Reasoning via Multi-View Fine-Tuning
[ "Zhenwen Liang", "Dian Yu", "Xiaoman Pan", "Wenlin Yao", "Qingkai Zeng", "Xiangliang Zhang", "Dong Yu" ]
https://huggingface.co/papers/2307.07951
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/MATH-AI
https://openreview.net/forum?id=VjKvYKCXuc
poster
2310.08899
Exploration with Principles for Diverse AI Supervision
[ "Hao Liu", "Matei Zaharia", "Pieter Abbeel" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/MATH-AI
https://openreview.net/forum?id=Rf9bHUBJUR
poster
2309.10687
EchoPrompt: Instructing the Model to Rephrase Queries for Improved In-context Learning
[ "Raja Sekhar Reddy Mekala", "Yasaman Razeghi", "Sameer Singh" ]
https://huggingface.co/papers/2309.10687
[ "https://github.com/rajasekharmekala/query-rephrasing-subtask-cot" ]
[]
[]
[]
NeurIPS2024
Workshop/MATH-AI
https://openreview.net/forum?id=ROOVUBZp8v
poster
TinyGSM: achieving 80
[ "Bingbin Liu", "Sebastien Bubeck", "Ronen Eldan", "Janardhan Kulkarni", "Yuanzhi Li", "Anh Nguyen", "Rachel Ward", "Yi Zhang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/MATH-AI
https://openreview.net/forum?id=RCiRtdERCW
poster
Basic Arithmetic Properties in the Space of Language Model Prompts
[ "Mateusz Krubiński" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/MATH-AI
https://openreview.net/forum?id=ODOJuAM4Qj
poster
2310.18457
llmstep: LLM proofstep suggestions in Lean
[ "Sean Welleck", "Rahul Saha" ]
[ "https://github.com/wellecks/llmstep" ]
[]
[]
[]
NeurIPS2024
Workshop/MATH-AI
https://openreview.net/forum?id=NxHl2SPhyT
poster
Lemur: Integrating Large Language Models in Automated Program Verification
[ "Haoze Wu", "Clark Barrett", "Nina Narodytska" ]
[ "https://github.com/wu-haoze/lemur-program-verification" ]
[]
[]
[]
NeurIPS2024
Workshop/MATH-AI
https://openreview.net/forum?id=Ni1KnzY5KN
poster
2306.01707
Learning Multi-Step Reasoning by Solving Arithmetic Tasks
[ "Tianduo Wang", "Wei Lu" ]
https://huggingface.co/papers/2306.01707
[ "https://github.com/TianduoWang/MsAT" ]
[]
[]
[]
NeurIPS2024
Workshop/MATH-AI
https://openreview.net/forum?id=NdSGKZvX3z
poster
Continual Learning and Out of Distribution Generalization in a Systematic Reasoning Task
[ "Mustafa Abdool", "Andrew Nam", "James McClelland" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/MATH-AI
https://openreview.net/forum?id=NYO24rdxLA
poster
Vertical AI-driven Scientific Discovery
[ "Yexiang Xue" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/MATH-AI
https://openreview.net/forum?id=HkpnfVmjaR
poster
Spoken Language Understanding Evaluations for Home-Based Basic Math Learning
[ "Eda Okur", "Saurav Sahay", "Lama Nachman" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/MATH-AI
https://openreview.net/forum?id=EUoe9ujR0C
poster
LLM vs ITP
[ "Simon Frieder", "Martin Trimmel", "Rashid Alawadhi", "Klaus Gy" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/MATH-AI
https://openreview.net/forum?id=C9X5sXa2k1
poster
2404.12534
Towards Large Language Models as Copilots for Theorem Proving in Lean
[ "Peiyang Song", "Kaiyu Yang", "Anima Anandkumar" ]
[ "https://github.com/lean-dojo/leancopilot" ]
[]
[]
[]
NeurIPS2024
Workshop/MATH-AI
https://openreview.net/forum?id=BENuWCJuTU
poster
CNN models' sensitivity to numerosity concepts
[ "Neha Upadhyay", "Sashank Varma" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/MATH-AI
https://openreview.net/forum?id=Aca2csudEX
poster
2304.09842
Chameleon: Plug-and-Play Compositional Reasoning with Large Language Models
[ "Pan Lu", "Baolin Peng", "Hao Cheng", "Michel Galley", "Kai-Wei Chang", "Ying Nian Wu", "Song-Chun Zhu", "Jianfeng Gao" ]
https://huggingface.co/papers/2304.09842
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/MATH-AI
https://openreview.net/forum?id=A3W864NIW2
poster
2307.10635
SCIBENCH: Evaluating College-Level Scientific Problem-Solving Abilities of Large Language Models
[ "Xiaoxuan Wang", "Ziniu Hu", "Pan Lu", "Yanqiao Zhu", "Jieyu Zhang", "Satyen Subramaniam", "Arjun Loomba", "Shichang Zhang", "Yizhou Sun", "Wei Wang" ]
https://huggingface.co/papers/2307.10635
[ "https://github.com/mandyyyyii/scibench" ]
[ "LLM360/de-arena", "tsteffek/de-arena" ]
[]
[ "xw27/scibench" ]
NeurIPS2024
Workshop/MATH-AI
https://openreview.net/forum?id=8tt9KxyV2s
poster
2305.09656
SatLM: Satisfiability-Aided Language Models Using Declarative Prompting
[ "Xi Ye", "Qiaochu Chen", "Isil Dillig", "Greg Durrett" ]
[ "https://github.com/xiye17/sat-lm" ]
[]
[]
[]
NeurIPS2024
Workshop/MATH-AI
https://openreview.net/forum?id=8r9HkIi4Rr
poster
2307.13692
ARB: Advanced Reasoning Benchmark for Large Language Models
[ "Tomohiro Sawada", "Daniel Paleka", "Alexander Havrilla", "Pranav Tadepalli", "Paula Vidas", "Alexander Kranias", "John Nay", "Kshitij Gupta", "Aran Komatsuzaki" ]
https://huggingface.co/papers/2307.13692
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/MATH-AI
https://openreview.net/forum?id=8eeIlrtluJ
poster
Learning the greatest divisor - Explainable predictions in transformers
[ "Francois Charton" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/MATH-AI
https://openreview.net/forum?id=5hZTBUtkeh
poster
2310.06786
OpenWebMath: An Open Dataset of High-Quality Mathematical Web Text
[ "Keiran Paster", "Marco Dos Santos", "Zhangir Azerbayev", "Jimmy Ba" ]
https://huggingface.co/papers/2310.06786
[ "https://github.com/keirp/OpenWebMath" ]
[]
[ "mllmTeam/PhoneLM-0.5B", "mllmTeam/PhoneLM-1.5B" ]
[ "open-web-math/open-web-math", "EleutherAI/proof-pile-2", "SciPhi/AgentSearch-V1", "xavierdurawa/proof-pile-2-streaming", "Alignment-Lab-AI/Open-Web-Math", "BEE-spoke-data/open-web-math-minhash" ]
NeurIPS2024
Workshop/MATH-AI
https://openreview.net/forum?id=4c6s9is9DV
poster
2310.09590
Solving Math Word Problems with Reexamination
[ "Yi Bin", "WENHAO SHI", "Yujuan Ding", "Yang Yang", "See-Kiong Ng" ]
[ "https://github.com/steven640pixel/psedualmwp" ]
[]
[]
[]
NeurIPS2024
Workshop/MATH-AI
https://openreview.net/forum?id=1dD5cJCida
poster
Discovering Lyapunov functions with transformers
[ "Alberto Alfarano", "Francois Charton", "Amaury Hayat" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/MATH-AI
https://openreview.net/forum?id=0QHZrCWCH0
poster
2310.10631
Llemma: An Open Language Model For Mathematics
[ "Zhangir Azerbayev", "Hailey Schoelkopf", "Keiran Paster", "Marco Dos Santos", "Stephen McAleer", "Albert Jiang", "Jia Deng", "Stella Biderman", "Sean Welleck" ]
https://huggingface.co/papers/2310.10631
[ "https://github.com/EleutherAI/math-lm" ]
[ "bigcode/bigcode-models-leaderboard", "prometheus-eval/BiGGen-Bench-Leaderboard", "pdehaye/EleutherAI-llemma_34b", "YANGSongsong/StableCodeDemo", "alKoGolik/codellama-CodeLlama-7b-hf", "Tonic/stablecode2", "Tomoniai/Stablecode-Chat", "CHLOzzz/EleutherAI-llemma_34b", "Ralake/EleutherAI-llemma_34b", "Brad212/EleutherAI-llemma_34b", "razivo/EleutherAI-llemma_34b", "R0KG/EleutherAI-llemma_34b", "arkorerk/EleutherAI-llemma_34b", "Soleup/EleutherAI-llemma_34b", "hxllvh/EleutherAI-llemma_34b", "MagnusHedegaard/EleutherAI-llemma_34b", "mhovd/LLEMMA34B", "algorithm6174/EleutherAI-llemma_34b", "FreddieSpaghetti/EleutherAI-llemma_34b", "mzlam/EleutherAI-llemma_34b", "svsvs/EleutherAI-llemma_34b", "Ralake/EleutherAI-llemma_7b", "phiarchitect/EleutherAI-llemma_7b", "splhadi/EleutherAI-llemma_7b", "32133as/EleutherAI-llemma_7b", "shekharp77/neural-sphere", "Phoenixml/EleutherAI-llemma_7b", "abdelaty/EleutherAI-llemma_7b", "arkorerk/EleutherAI-llemma_7b", "usercdp/EleutherAI-llemma_7b", "deepbrain/EleutherAI-llemma_7b", "bhaon/EleutherAI-llemma_7b", "LuckyTheBest/EleutherAI-llemma_7b", "madewithstone/EleutherAI-llemma_7b", "KKrampis/MetaMath-Llemma-7B", "sombochea/stcode-demo", "HansenYan/stabilityai-stable-code-3b", "Chris4K/stcode-demo", "ColeGuion/myspaceee", "zumwaltboi/stabilityai-stable-code-3b", "spencert/stabilityai-stable-code-3b", "Wakarimashita01/stabilityai-stable-code-3b", "reshinthadith/CodeGen-Diversity", "alKoGolik/asd", "tanghe168/stabilityai-stable-code-3b", "NotHeso/stabilityai-stable-code-3b", "vemas/stabilityai-stable-code-3b", "K00B404/codellama-CodeLlama-7b-hf" ]
[ "stabilityai/stable-code-3b", "EleutherAI/llemma_7b", "EleutherAI/llemma_34b", "TheBloke/stable-code-3b-GGUF", "TheBloke/llemma_7b-GGUF", "meta-math/MetaMath-Llemma-7B", "TheBloke/stable-code-3b-GPTQ", "TheBloke/llemma_34b-GGUF", "TheBloke/llemma_34b-AWQ", "TheBloke/llemma_7b-AWQ", "TheBloke/llemma_34b-GPTQ", "osanseviero/stable-code-3b-Q2_K-GGUF", "piercemaloney/llemma_7b", "QuantFactory/stable-code-3b-GGUF", "TheBloke/llemma_7b-GPTQ", "TechxGenus/stable-code-3b-GPTQ", "TechxGenus/stable-code-3b-AWQ", "RichardErkhov/stabilityai_-_stable-code-3b-8bits", "RichardErkhov/stabilityai_-_stable-code-3b-4bits", "akswelh/NEOX" ]
[ "EleutherAI/proof-pile-2", "xavierdurawa/proof-pile-2-streaming", "xu3kev/proof-pile-2-proofsteps" ]
NeurIPS2024
Workshop/IMOL
https://openreview.net/forum?id=zN0XIPH1WG
poster
Reinforcement Learning of Diverse Skills using Mixture of Deep Experts
[ "Onur Celik", "Aleksandar Taranovic", "Gerhard Neumann" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/IMOL
https://openreview.net/forum?id=xALDC4aHGz
poster
2312.12044
XLand-MiniGrid: Scalable Meta-Reinforcement Learning Environments in JAX
[ "Alexander Nikulin", "Vladislav Kurenkov", "Ilya Zisman", "Viacheslav Sinii", "Artem Agarkov", "Sergey Kolesnikov" ]
https://huggingface.co/papers/2312.12044
[ "https://github.com/corl-team/xland-minigrid" ]
[]
[]
[]
NeurIPS2024
Workshop/IMOL
https://openreview.net/forum?id=tf8R7qX46e
poster
Progressively Efficient Communication
[ "Khanh Nguyen", "Ruijie Zheng", "Hal Daumé III", "Furong Huang", "Karthik Narasimhan" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/IMOL
https://openreview.net/forum?id=scD9otIPoF
poster
2310.13888
Towards a General Framework for Continual Learning with Pre-training
[ "Liyuan Wang", "Jingyi Xie", "Xingxing Zhang", "Hang Su", "Jun Zhu" ]
[ "https://github.com/thu-ml/hide-prompt" ]
[]
[]
[]
NeurIPS2024
Workshop/IMOL
https://openreview.net/forum?id=qminWfnGaA
poster
Intrinsically Motivated Social Play in Virtual Infants
[ "Chris Doyle", "Sarah Shader", "Michelle Lau", "Megumi Sano", "Daniel Yamins", "Nick Haber" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/IMOL
https://openreview.net/forum?id=nfx5IutEed
oral
2305.16291
Voyager: An Open-Ended Embodied Agent with Large Language Models
[ "Guanzhi Wang", "Yuqi Xie", "Yunfan Jiang", "Ajay Mandlekar", "Chaowei Xiao", "Yuke Zhu", "Linxi Fan", "Anima Anandkumar" ]
https://huggingface.co/papers/2305.16291
[ "https://github.com/MineDojo/Voyager" ]
[]
[]
[]
NeurIPS2024
Workshop/IMOL
https://openreview.net/forum?id=iaib9N3iB8
poster
High-fidelity social learning via shared episodic memories can improve collaborative foraging
[ "Ismael Freire", "Paul Verschure" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/IMOL
https://openreview.net/forum?id=YYndPojV26
poster
Imprinting in autonomous artificial agents using deep reinforcement learning
[ "Donsuk Lee", "Samantha Wood", "Justin Wood" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/IMOL
https://openreview.net/forum?id=WX0vdLEG0q
poster
Neurobehavior of exploring AI agents
[ "Isaac Kauvar", "Chris Doyle", "Nick Haber" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/IMOL
https://openreview.net/forum?id=UawMOafW3f
poster
Emergence of a Symbolic Goal Representation with an Intelligent Tutoring System based on Intrinsic Motivation
[ "Mehdi Zadem", "Sergio Mover", "Sao Mai Nguyen" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/IMOL
https://openreview.net/forum?id=UKb6aHxs1f
oral
What can AI Learn from Human Exploration? Intrinsically-Motivated Humans and Agents in Open-World Exploration
[ "Yuqing Du", "Eliza Kosoy", "Alyssa Dayan", "Maria Rufova", "Pieter Abbeel", "Alison Gopnik" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/IMOL
https://openreview.net/forum?id=SvPeUEf67f
poster
2310.17537
Neuro-Inspired Fragmentation and Recall to Overcome Catastrophic Forgetting in Curiosity
[ "Jaedong Hwang", "Zhang-Wei Hong", "Eric Chen", "Akhilan Boopathy", "Pulkit Agrawal", "Ila Fiete" ]
[ "https://github.com/fietelab/farcuriosity" ]
[]
[]
[]
NeurIPS2024
Workshop/IMOL
https://openreview.net/forum?id=RoQbZRv1zw
poster
FOCUS: Object-Centric World Models for Robotic Manipulation
[ "Stefano Ferraro", "Pietro Mazzaglia", "Tim Verbelen", "Bart Dhoedt" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/IMOL
https://openreview.net/forum?id=RKGLAGayrt
poster
2311.08547
DeepThought: an architecture for autonomous self-motivated systems
[ "Arlindo Oliveira", "Tiago Domingos", "Mario Figueiredo", "Pedro Lima" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/IMOL
https://openreview.net/forum?id=Pqx2EED04F
poster
2312.01473
Regularity as Intrinsic Reward for Free Play
[ "Cansu Sancaktar", "Justus Piater", "Georg Martius" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/IMOL
https://openreview.net/forum?id=LhbsXSEfGQ
poster
Children prioritize purely exploratory actions in observe-vs.-bet tasks
[ "Eunice Yiu", "Kai Sandbrink", "Alison Gopnik" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/IMOL
https://openreview.net/forum?id=Lf8rlcpfFV
poster
2210.07426
Skill-Based Reinforcement Learning with Intrinsic Reward Matching
[ "Ademi Adeniji", "Amber Xie", "Pieter Abbeel" ]
[ "https://github.com/ademiadeniji/irm" ]
[]
[]
[]
NeurIPS2024
Workshop/IMOL
https://openreview.net/forum?id=JYHcnyipNG
poster
From Child's Play to AI: Insights into Automated Causal Curriculum Learning
[ "Annya Dahmani", "Eunice Yiu", "Tabitha Lee", "Nan Ke", "Oliver Kroemer", "Alison Gopnik" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/IMOL
https://openreview.net/forum?id=IAX12qUjYk
poster
2306.03346
Stabilizing Contrastive RL: Techniques for Robotic Goal Reaching from Offline Data
[ "Chongyi Zheng", "Benjamin Eysenbach", "Homer Walke", "Patrick Yin", "Kuan Fang", "Ruslan Salakhutdinov", "Sergey Levine" ]
https://huggingface.co/papers/2306.03346
[ "https://github.com/chongyi-zheng/stable_contrastive_rl" ]
[]
[]
[]
NeurIPS2024
Workshop/IMOL
https://openreview.net/forum?id=HD18lHluSR
poster
Enhancing Understanding in Generative Agents through Active Inquiring
[ "Jiaxin Ge", "Kaiya Zhao", "Manuel Cortes", "Jovana Kondic", "Shuying Luo", "Michelangelo Naim", "Andrew Ahn", "Guangyu Robert Yang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/IMOL
https://openreview.net/forum?id=GgzfIBxa18
poster
Codeplay: Autotelic Learning through Collaborative Self-Play in Programming Environments
[ "Laetitia Teodorescu", "Cédric Colas", "Matthew Bowers", "Thomas Carta", "Pierre-Yves Oudeyer" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/IMOL
https://openreview.net/forum?id=GGCb8ZA9Za
poster
2310.02440
Learning Diverse Skills for Local Navigation under Multi-constraint Optimality
[ "Jin Cheng", "Marin Vlastelica", "Pavel Kolev", "Chenhao Li", "Georg Martius" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/IMOL
https://openreview.net/forum?id=E0LWTN1xPX
oral
2405.17243
Surprise-Adaptive Intrinsic Motivation for Unsupervised Reinforcement Learning
[ "Adriana Hugessen", "Roger Creus Castanyer", "Glen Berseth" ]
[ "https://github.com/roger-creus/surprise-adaptive-agents" ]
[]
[]
[]
NeurIPS2024
Workshop/IMOL
https://openreview.net/forum?id=DY5RK2ZsPn
poster
Modeling habituation in infants and adults using rational curiosity over perceptual embeddings
[ "Gal Raz", "Anjie Cao", "Rebecca Saxe", "Michael Frank" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/IMOL
https://openreview.net/forum?id=80AIhHwAdw
poster
Generating Human-Like Goals by Synthesizing Reward-Producing Programs
[ "Guy Davidson", "Graham Todd", "Todd Gureckis", "Julian Togelius", "Brenden Lake" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/IMOL
https://openreview.net/forum?id=4w6a2QrGws
poster
2310.08100
Generative Intrinsic Optimization: Intrinsic Control with Model Learning
[ "Jianfei Ma" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/IMOL
https://openreview.net/forum?id=4gYLottfsf
poster
Learning Interpretable Libraries by Compressing and Documenting Code
[ "Gabriel Grand", "Lionel Wong", "Matthew Bowers", "Theo X. Olausson", "Muxin Liu", "Joshua B. Tenenbaum", "Jacob Andreas" ]
[ "https://github.com/gabegrand/lilo" ]
[]
[]
[]
NeurIPS2024
Workshop/InfoCog
https://openreview.net/forum?id=vC2lHVahks
poster
An Information-Theoretic Approach to Cognitive Dimension Reduction
[ "Maya Leshkowitz" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/InfoCog
https://openreview.net/forum?id=v6UKrdxk5n
poster
2310.04852
Balancing utility and cognitive cost in social representation
[ "Max Taylor-Davies", "Christopher Lucas" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/InfoCog
https://openreview.net/forum?id=udEjq72DFO
oral
2404.03176
Information-Theoretic Generalization Bounds for Deep Neural Networks
[ "Haiyun He", "Christina Yu", "Ziv Goldfeld" ]
https://huggingface.co/papers/2404.03176
[ "" ]
[]
[]
[]
NeurIPS2024