| 801 |
Understanding In-Context Learning in Transformers and LLMs by Learning to Learn Discrete Functions
Satwik Bhattamishra, Arkil Patel, ... (+2 more)
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👻
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cs.LG
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75 |
2 years ago |
| 802 |
Hindsight policy gradients
Paulo Rauber, Avinash Ummadisingu, ... (+2 more)
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👻
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cs.LG
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74 |
8 years ago |
| 803 |
Interpretable Counting for Visual Question Answering
Alexander Trott, Caiming Xiong, Richard Socher
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👻
Ghosted
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cs.AI
|
74 |
8 years ago |
| 804 |
Directed-Info GAIL: Learning Hierarchical Policies from Unsegmented Demonstrations using Directed Information
Arjun Sharma, Mohit Sharma, ... (+2 more)
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👻
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cs.LG
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74 |
7 years ago |
| 805 |
K for the Price of 1: Parameter-efficient Multi-task and Transfer Learning
Pramod Kaushik Mudrakarta, Mark Sandler, ... (+2 more)
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👻
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cs.LG
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74 |
7 years ago |
| 806 |
Structured Object-Aware Physics Prediction for Video Modeling and Planning
Jannik Kossen, Karl Stelzner, ... (+3 more)
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👻
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cs.LG
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74 |
6 years ago |
| 807 |
Variational Recurrent Models for Solving Partially Observable Control Tasks
Dongqi Han, Kenji Doya, Jun Tani
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👻
Ghosted
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cs.LG
|
74 |
6 years ago |
| 808 |
CO2: Consistent Contrast for Unsupervised Visual Representation Learning
Chen Wei, Huiyu Wang, ... (+2 more)
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👻
Ghosted
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cs.CV
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74 |
5 years ago |
| 809 |
The Role of Coverage in Online Reinforcement Learning
Tengyang Xie, Dylan J. Foster, ... (+3 more)
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👻
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cs.LG
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74 |
3 years ago |
| 810 |
Plug-and-Play Policy Planner for Large Language Model Powered Dialogue Agents
Yang Deng, Wenxuan Zhang, ... (+3 more)
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👻
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cs.CL
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74 |
2 years ago |
| 811 |
AgentOccam: A Simple Yet Strong Baseline for LLM-Based Web Agents
Ke Yang, Yao Liu, ... (+5 more)
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👻
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cs.AI
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74 |
1 year ago |
| 812 |
Aggregated Momentum: Stability Through Passive Damping
James Lucas, Shengyang Sun, ... (+2 more)
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👻
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cs.LG
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73 |
8 years ago |
| 813 |
Learning to Navigate the Web
Izzeddin Gur, Ulrich Rueckert, ... (+2 more)
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👻
Ghosted
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cs.LG
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73 |
7 years ago |
| 814 |
Geometry-Aware Gradient Algorithms for Neural Architecture Search
Liam Li, Mikhail Khodak, ... (+2 more)
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👻
Ghosted
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cs.LG
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73 |
6 years ago |
| 815 |
Arithmetic Without Algorithms: Language Models Solve Math With a Bag of Heuristics
Yaniv Nikankin, Anja Reusch, ... (+2 more)
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👻
Ghosted
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cs.CL
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73 |
1 year ago |
| 816 |
AdaShift: Decorrelation and Convergence of Adaptive Learning Rate Methods
Zhiming Zhou, Qingru Zhang, ... (+4 more)
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👻
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cs.LG
|
72 |
7 years ago |
| 817 |
Deep, Skinny Neural Networks are not Universal Approximators
Jesse Johnson
|
👻
Ghosted
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cs.LG
|
72 |
7 years ago |
| 818 |
Unsupervised Hyperalignment for Multilingual Word Embeddings
Jean Alaux, Edouard Grave, ... (+2 more)
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👻
Ghosted
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cs.CL
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72 |
7 years ago |
| 819 |
Doubly Robust Bias Reduction in Infinite Horizon Off-Policy Estimation
Ziyang Tang, Yihao Feng, ... (+3 more)
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👻
Ghosted
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cs.LG
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72 |
6 years ago |
| 820 |
On the role of planning in model-based deep reinforcement learning
Jessica B. Hamrick, Abram L. Friesen, ... (+8 more)
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👻
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cs.AI
|
72 |
5 years ago |
| 821 |
Symmetry-Aware Actor-Critic for 3D Molecular Design
Gregor N. C. Simm, Robert Pinsler, ... (+2 more)
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👻
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stat.ML
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72 |
5 years ago |
| 822 |
Multi-skill Mobile Manipulation for Object Rearrangement
Jiayuan Gu, Devendra Singh Chaplot, ... (+2 more)
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👻
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cs.RO
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72 |
3 years ago |
| 823 |
Continuous PDE Dynamics Forecasting with Implicit Neural Representations
Yuan Yin, Matthieu Kirchmeyer, ... (+3 more)
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👻
Ghosted
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cs.LG
|
72 |
3 years ago |
| 824 |
Scaling Forward Gradient With Local Losses
Mengye Ren, Simon Kornblith, ... (+2 more)
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👻
Ghosted
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cs.LG
|
72 |
3 years ago |
| 825 |
TreeQN and ATreeC: Differentiable Tree-Structured Models for Deep Reinforcement Learning
Gregory Farquhar, Tim Rocktäschel, ... (+2 more)
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👻
Ghosted
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cs.AI
|
71 |
8 years ago |
| 826 |
Maximum Likelihood Constraint Inference for Inverse Reinforcement Learning
Dexter R. R. Scobee, S. Shankar Sastry
|
👻
Ghosted
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cs.LG
|
71 |
6 years ago |
| 827 |
Generalized Variational Continual Learning
Noel Loo, Siddharth Swaroop, Richard E. Turner
|
👻
Ghosted
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cs.LG
|
71 |
5 years ago |
| 828 |
Empirical Analysis of Unlabeled Entity Problem in Named Entity Recognition
Yangming Li, Lemao Liu, Shuming Shi
|
👻
Ghosted
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cs.CL
|
71 |
5 years ago |
| 829 |
Bidirectional Language Models Are Also Few-shot Learners
Ajay Patel, Bryan Li, ... (+4 more)
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👻
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cs.LG
|
71 |
3 years ago |
| 830 |
PINTO: Faithful Language Reasoning Using Prompt-Generated Rationales
Peifeng Wang, Aaron Chan, ... (+3 more)
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👻
Ghosted
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cs.CL
|
71 |
3 years ago |
| 831 |
Composed Image Retrieval with Text Feedback via Multi-grained Uncertainty Regularization
Yiyang Chen, Zhedong Zheng, ... (+3 more)
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👻
Ghosted
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cs.CV
|
71 |
3 years ago |
| 832 |
Circumventing Concept Erasure Methods For Text-to-Image Generative Models
Minh Pham, Kelly O. Marshall, ... (+3 more)
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👻
Ghosted
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cs.LG
|
71 |
2 years ago |
| 833 |
CycleResearcher: Improving Automated Research via Automated Review
Yixuan Weng, Minjun Zhu, ... (+5 more)
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👻
Ghosted
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cs.CL
|
71 |
1 year ago |
| 834 |
Generalizing Skills with Semi-Supervised Reinforcement Learning
Chelsea Finn, Tianhe Yu, ... (+3 more)
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👻
Ghosted
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cs.LG
|
70 |
9 years ago |
| 835 |
Deformable Kernels: Adapting Effective Receptive Fields for Object Deformation
Hang Gao, Xizhou Zhu, ... (+2 more)
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👻
Ghosted
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cs.CV
|
70 |
6 years ago |
| 836 |
Neural Network Branching for Neural Network Verification
Jingyue Lu, M. Pawan Kumar
|
👻
Ghosted
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cs.LG
|
70 |
6 years ago |
| 837 |
Group Equivariant Stand-Alone Self-Attention For Vision
David W. Romero, Jean-Baptiste Cordonnier
|
👻
Ghosted
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cs.CV
|
70 |
5 years ago |
| 838 |
Offline Q-Learning on Diverse Multi-Task Data Both Scales And Generalizes
Aviral Kumar, Rishabh Agarwal, ... (+3 more)
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👻
Ghosted
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cs.LG
|
70 |
3 years ago |
| 839 |
Transformers as Decision Makers: Provable In-Context Reinforcement Learning via Supervised Pretraining
Licong Lin, Yu Bai, Song Mei
|
👻
Ghosted
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cs.LG
|
70 |
2 years ago |
| 840 |
How do Language Models Bind Entities in Context?
Jiahai Feng, Jacob Steinhardt
|
👻
Ghosted
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cs.LG
|
70 |
2 years ago |
| 841 |
Metacontrol for Adaptive Imagination-Based Optimization
Jessica B. Hamrick, Andrew J. Ballard, ... (+4 more)
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👻
Ghosted
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cs.LG
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69 |
9 years ago |
| 842 |
Emergent Translation in Multi-Agent Communication
Jason Lee, Kyunghyun Cho, ... (+2 more)
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👻
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cs.CL
|
69 |
8 years ago |
| 843 |
Stochastic Gradient/Mirror Descent: Minimax Optimality and Implicit Regularization
Navid Azizan, Babak Hassibi
|
👻
Ghosted
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cs.LG
|
69 |
8 years ago |
| 844 |
Learning concise representations for regression by evolving networks of trees
William La Cava, Tilak Raj Singh, ... (+3 more)
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👻
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cs.NE
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69 |
8 years ago |
| 845 |
Neural Graph Evolution: Towards Efficient Automatic Robot Design
Tingwu Wang, Yuhao Zhou, ... (+2 more)
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👻
Ghosted
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cs.LG
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69 |
7 years ago |
| 846 |
Scalable Transfer Learning with Expert Models
Joan Puigcerver, Carlos Riquelme, ... (+6 more)
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👻
Ghosted
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cs.LG
|
69 |
5 years ago |
| 847 |
Disentanglement with Biological Constraints: A Theory of Functional Cell Types
James C. R. Whittington, Will Dorrell, ... (+2 more)
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👻
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q-bio.NC
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69 |
3 years ago |
| 848 |
Robust Scheduling with GFlowNets
David W. Zhang, Corrado Rainone, ... (+2 more)
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👻
Ghosted
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cs.AI
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69 |
3 years ago |
| 849 |
TimeSuite: Improving MLLMs for Long Video Understanding via Grounded Tuning
Xiangyu Zeng, Kunchang Li, ... (+11 more)
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👻
Ghosted
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cs.CV
|
69 |
1 year ago |
| 850 |
Scaling Laws for Precision
Tanishq Kumar, Zachary Ankner, ... (+7 more)
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👻
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cs.LG
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69 |
1 year ago |