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Genome-scale language models reveal SARS-CoV-2 evolutionary
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Text-guided Protein Design Framework
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Controllable Sentence Generation for Automated and Open-Ended Social
Bias Testing in Language Models
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subcritical cylinder wakes with Fourier Neural Operators
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Image-to-Image Schrödinger Bridge
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Long-Horizon Imitation Learning by Watching Human Play
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Molecule Structure-text Model for Text-based Retrieval and
Editing
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Parameter-Efficient and Generalizable Federated Learning Personalization
with Guarantees
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A Vision-Language Model with An Ensemble of Experts
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Retrieval-Augmented Visual Language Model for Zero and Few-Shot Image
Captioning
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Diffusion Models in Function Space
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Transformers Are Good Mask Auto-Labelers
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Sparse Voxel Transformer for Camera-based 3D Semantic Scene
Completion
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Place Solution of The Robust Vision Challenge 2022 Semantic Segmentation
Track; 10.48550/arXiv.2210.12852
- Wen, Gege; Li, Zongyi; et el. (2022) Accelerating
Carbon Capture and Storage Modeling using Fourier Neural Operators;
10.48550/arXiv.2210.17051
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Realistic Adversarial Attacks for Trajectory Prediction; 10.48550/arXiv.2209.08744
- Liu, Mingjie; Yang, Haoyu; et el. (2022) An
Adversarial Active Sampling-based Data Augmentation Framework for
Manufacturable Chip Design; 10.48550/arXiv.2210.15765
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You Label Less by Using Out-of-Domain Data? Active & Transfer
Learning with Few-shot Instructions; 10.48550/arXiv.2211.11798
- Su, Dan; Patwary, Mostofa; et el. (2022) Context
Generation Improves Open Domain Question Answering; 10.48550/arXiv.2210.06349
- Xiao, Chaowei; Chen, Zhongzhu; et el. (2022) DensePure:
Understanding Diffusion Models towards Adversarial Robustness; 10.48550/arXiv.2211.00322
- Qiao, Zhuoran; Nie, Weili; et el. (2022) Dynamic-Backbone
Protein-Ligand Structure Prediction with Multiscale Generative Diffusion
Models; 10.48550/arXiv.2209.15171
- Kurth, Thorsten; Subramanian, Shashank; et el. (2022) FourCastNet:
Accelerating Global High-Resolution Weather Forecasting using Adaptive
Fourier Neural Operators; 10.48550/arXiv.2208.05419
- Gu, Jiaqi; Keller, Ben; et el. (2022) HEAT:
Hardware-Efficient Automatic Tensor Decomposition for Transformer
Compression; 10.48550/arXiv.2211.16749
- Huang, De-An; Yu, Zhiding; et el. (2022) MinVIS:
A Minimal Video Instance Segmentation Framework without Video-based
Training; 10.48550/arXiv.2208.02245
- Sedghi, Hanie; Anandkumar, Anima; et el. (2022) Multi-Step
Stochastic ADMM in High Dimensions: Applications to Sparse Optimization
and Noisy Matrix Decomposition; 10.48550/arXiv.1402.5131
- Netrapalli, Praneeth; Niranjan, U N; et el. (2022) Non-convex
Robust PCA; 10.48550/arXiv.1410.7660
- Jeong, Yoonwoo; Shin, Seungjoo; et el. (2022) PeRFception:
Perception using Radiance Fields; 10.48550/arXiv.2208.11537
- Wang, Zichao; Nie, Weili; et el. (2022) Retrieval-based
Controllable Molecule Generation; 10.48550/arXiv.2208.11126
- Cao, Yulong; Xu, Danfei; et el. (2022) Robust
Trajectory Prediction against Adversarial Attacks; 10.48550/arXiv.2208.00094
- Shu, Manli; Nie, Weili; et el. (2022) Test-Time
Prompt Tuning for Zero-Shot Generalization in Vision-Language
Models; 10.48550/arXiv.2209.07511
- Jiang, Yunfan; Gupta, Agrim; et el. (2022) VIMA:
General Robot Manipulation with Multimodal Prompts; 10.48550/arXiv.2210.03094
- Zheng, Hongkai; Nie, Weili; et el. (2022) Fast
Sampling of Diffusion Models via Operator Learning; 10.48550/arXiv.2211.13449
- Maust, Haydn; Li, Zongyi; et el. (2022) Fourier
Continuation for Exact Derivative Computation in Physics-Informed Neural
Operators; 10.48550/arXiv.2211.15960
- Zhao, Jiawei; George, Robert Joseph; et el. (2022) Incremental
Fourier Neural Operator; 10.48550/arXiv.2211.15188
- Shi, Yuanyuan; Li, Zongyi; et el. (2022) Machine
Learning Accelerated PDE Backstepping Observers; 10.48550/arXiv.2211.15044
- Sharir, Or; Chan, Garnet Kin-Lic; et el. (2022) Towards
Neural Variational Monte Carlo That Scales Linearly with System
Size
- Shen, Bokui; Jiang, Zhenyu; et el. (2022) ACID:
Action-Conditional Implicit Visual Dynamics for Deformable Object
Manipulation; 10.48550/arXiv.arXiv.2203.06856
- Guibas, John; Mardani, Morteza; et el. (2022) Adaptive
Fourier Neural Operators: Efficient Token Mixers for Transformers;
10.48550/arXiv.arXiv.2111.13587
- Bharadhwaj, Homanga; Huang, De-An; et el. (2022) Auditing
AI models for Verified Deployment under Semantic Specifications; 10.48550/arXiv.2109.12456
- Jiang, Huaizu; Ma, Xiaojian; et el. (2022) Bongard-HOI:
Benchmarking Few-Shot Visual Reasoning for Human-Object
Interactions; 10.48550/arXiv.arXiv.2205.13803
- Huang, Kevin; Lale, Sahin; et el. (2022) CEM-GD:
Cross-Entropy Method with Gradient Descent Planner for Model-Based
Reinforcement Learning; 10.48550/arXiv.arXiv.2112.07746
- Prabhumoye, Shrimai; Kocielnik, Rafal; et el. (2022) Few-shot
Instruction Prompts for Pretrained Language Models to Detect Social
Biases; 10.48550/arXiv.arXiv.2112.07868
- Pathak, Jaideep; Subramanian, Shashank; et el. (2022) FourCastNet:
A Global Data-driven High-resolution Weather Model using Adaptive
Fourier Neural Operators; 10.48550/arXiv.arXiv.2202.11214
- Li, Zongyi; Huang, Daniel Zhengyu; et el. (2022) Fourier
Neural Operator with Learned Deformations for PDEs on General
Geometries; 10.48550/arXiv.arXiv.2207.05209
- Rahman, Md Ashiqur; Florez, Manuel A.; et el. (2022) Generative
Adversarial Neural Operators; 10.48550/arXiv.arXiv.2205.03017
- Yang, Haoyu; Li, Zongyi; et el. (2022) Generic
Lithography Modeling with Dual-band Optics-Inspired Neural Networks;
10.48550/arXiv.arXiv.2203.08616
- Lale, Sahin; Shi, Yuanyuan; et el. (2022) KCRL:
Krasovskii-Constrained Reinforcement Learning with Guaranteed Stability
in Nonlinear Dynamical Systems; 10.48550/arXiv.arXiv.2206.01704
- Yang, Haoyu; Li, Zongyi; et el. (2022) Large
Scale Mask Optimization Via Convolutional Fourier Neural Operator and
Litho-Guided Self Training; 10.48550/arXiv.arXiv.2207.04056
- Fan, Linxi; Wang, Guanzhi; et el. (2022) MineDojo:
Building Open-Ended Embodied Agents with Internet-Scale Knowledge;
10.48550/arXiv.arXiv.2206.08853
- Wong, Josiah; Makoviychuk, Viktor; et el. (2022) OSCAR:
Data-Driven Operational Space Control for Adaptive and Robust Robot
Manipulation; 10.48550/arXiv.arXiv.2110.00704
- Li, Zhiqi; Wang, Wenhai; et el. (2022) Panoptic
SegFormer: Delving Deeper into Panoptic Segmentation with
Transformers; 10.48550/arXiv.2109.03814
- Li, Shuang; Puig, Xavier; et el. (2022) Pre-Trained
Language Models for Interactive Decision-Making; 10.48550/arXiv.arXiv.2202.01771
- Kiyasseh, Dani; Ma, Runzhuo; et el. (2022) Quantification
of Robotic Surgeries with Vision-Based Deep Learning; 10.48550/arXiv.arXiv.2205.03028
- Mahajan, Anuj; Samvelyan, Mikayel; et el. (2022) Reinforcement
Learning in Factored Action Spaces using Tensor Decompositions; 10.48550/arXiv.arXiv.2110.14538
- Ma, Xiaojian; Nie, Weili; et el. (2022) RelViT:
Concept-guided Vision Transformer for Visual Relational Reasoning;
10.48550/arXiv.arXiv.2204.11167
- Lavin, Alexander; Zenil, Hector; et el. (2022) Simulation
Intelligence: Towards a New Generation of Scientific Methods; 10.48550/arXiv.arXiv.2112.03235
- Wen, Gege; Li, Zongyi; et el. (2022) U-FNO
– An enhanced Fourier neural operator-based deep-learning model for
multiphase flow; 10.48550/arXiv.arXiv.2109.03697
- Xie, Enze; Yu, Zhiding; et el. (2022) M²BEV:
Multi-Camera Joint 3D Detection and Segmentation with Unified Birds-Eye
View Representation; 10.48550/arXiv.arXiv.2207.05850
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Constrained Reinforcement Learning for Real-Time Voltage Control; 10.48550/arXiv.2109.14854
- Wang, Xinlong; Yu, Zhiding; et el. (2022) FreeSOLO:
Learning to Segment Objects without Annotations; 10.48550/arXiv.arXiv.2202.12181
- Dommer, Abigail; Casalino, Lorenzo; et el. (2021) #COVIDisAirborne:
AI-Enabled Multiscale Computational Microscopy of Delta SARS-CoV-2 in a
Respiratory Aerosol; PMCID PMC8609898; 10.1101/2021.11.12.468428
- Ma, Jeffrey; Letcher, Alistair; et el. (2021) Polymatrix
Competitive Gradient Descent; 10.48550/arXiv.arXiv.2111.08565
- Li, Zongyi; Zheng, Hongkai; et el. (2021) Physics-Informed
Neural Operator for Learning Partial Differential Equations; 10.48550/arXiv.arXiv.2111.03794
- Zhao, Jiawei; Schäfer, Florian; et el. (2021) ZerO
Initialization: Initializing Residual Networks with only Zeros and
Ones; 10.48550/arXiv.arXiv.2110.12661
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Resolution: Integrating Cryo-EM with AI-driven Multi-resolution
Simulations to Observe the SARS-CoV-2 Replication-Transcription
Machinery in Action; 10.1101/2021.10.09.463779
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Transformer: Efficient Transformers for Language and Vision; 10.48550/arXiv.2107.02192
- Elezi, Ismail; Yu, Zhiding; et el. (2021) Towards
Reducing Labeling Cost in Deep Object Detection; 10.48550/arXiv.2106.11921
- Kovachki, Nikola; Li, Zongyi; et el. (2021) Neural
Operator: Learning Maps Between Function Spaces; 10.48550/arXiv.2108.08481
- Zhao, Jiawei; Dai, Steve; et el. (2021) Low-Precision
Training in Logarithmic Number System using Multiplicative Weight
Update; 10.48550/arXiv.2106.13914
- Patti, Taylor L.; Kossaifi, Jean; et el. (2021) Nonlinear
Quantum Optimization Algorithms via Efficient Ising Model Encodings;
10.48550/arXiv.2106.13304
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Dissipative Dynamics in Chaotic Systems; 10.48550/arXiv.2106.06898
- Xie, Enze; Wang, Wenhai; et el. (2021) SegFormer:
Simple and Efficient Design for Semantic Segmentation with
Transformers; 10.48550/arXiv.2105.15203
- Chen, Wuyang; Yu, Zhiding; et el. (2021) Contrastive
Syn-to-Real Generalization; 10.48550/arXiv.2104.02290
- Ghodsi, Zahra; Hari, Siva Kumar Sastry; et el. (2021) Generating
and Characterizing Scenarios for Safety Testing of Autonomous
Vehicles; 10.48550/arXiv.2103.07403
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Observed Causal Effects from Latent Confounders using Method of
Moments; 10.48550/arXiv.2101.06614
- Schäfer, Florian; Anandkumar, Anima; et el. (2020) Competitive
Mirror Descent; 10.48550/arXiv.2006.10179
- Prajapat, Manish; Azizzadenesheli, Kamyar; et el. (2020) Competitive
Policy Optimization; 10.48550/arXiv.2006.10611
- Wang, Haoxuan; Liu, Anqi; et el. (2020) Distributionally
Robust Learning for Unsupervised Domain Adaptation; 10.48550/arXiv.2010.05784
- Lale, Sahin; Azizzadenesheli, Kamyar; et el. (2020) Explore
More and Improve Regret in Linear Quadratic Regulators; 10.48550/arXiv.2007.12291
- Li, Zongyi; Kovachki, Nikola; et el. (2020) Fourier
Neural Operator for Parametric Partial Differential Equations; 10.48550/arXiv.2010.08895
- Xu, Peng; Patwary, Mostofa; et el. (2020) MEGATRON-CNTRL:
Controllable Story Generation with External Knowledge Using Large-Scale
Language Models; 10.48550/arXiv.2010.00840
- Lale, Sahin; Azizzadenesheli, Kamyar; et el. (2020) Logarithmic
Regret Bound in Partially Observable Linear Dynamical Systems; 10.48550/arXiv.2003.11227
- Li, Zongyi; Kovachki, Nikola; et el. (2020) Neural
Operator: Graph Kernel Network for Partial Differential Equations;
10.48550/arXiv.2003.03485
- Nie, Weili; Karras, Tero; et el. (2020) Semi-Supervised
StyleGAN for Disentanglement Learning; 10.48550/arXiv.2003.03461
- Lale, Sahin; Azizzadenesheli, Kamyar; et el. (2020) Regret
Minimization in Partially Observable Linear Quadratic Control; 10.48550/arXiv.2002.00082
- Schäfer, Florian; Zheng, Hongkai; et el. (2020) Implicit
competitive regularization in GANs; 10.48550/arXiv.1910.05852
- Nguyen, Tan M.; Garg, Animesh; et el. (2020) InfoCNF:
An Efficient Conditional Continuous Normalizing Flow with Adaptive
Solvers; 10.48550/arXiv.1912.03978
- Arabshahi, Forough; Lu, Zhichu; et el. (2020) Memory
Augmented Recursive Neural Networks; 10.48550/arXiv.1911.01545
- Jain, Shobhit; Bodapati, Sravan Babu; et el. (2020) Multi
Sense Embeddings from Topic Models; 10.48550/arXiv.1909.07746
- Liu, Anqi; Liu, Hao; et el. (2020) Triply
Robust Off-Policy Evaluation; 10.48550/arXiv.1911.05811
- Liu, Anqi; Srikanth, Maya; et el. (2020) Finding
Social Media Trolls: Dynamic Keyword Selection Methods for
Rapidly-Evolving Online Debates; 10.48550/arXiv.1911.05332
- Zhang, Amy; Lipton, Zachary C.; et el. (2019) Learning
Causal State Representations of Partially Observable Environments;
10.48550/arXiv.1906.10437
- Kolbeinsson, Arinbjörn; Kossaifi, Jean; et el. (2019) Robust
Deep Networks with Randomized Tensor Regression Layers; 10.48550/arXiv.1902.10758
- Huang, Yujia; Dai, Sihui; et el. (2019) Out-of-Distribution
Detection Using Neural Rendering Generative Models; 10.48550/arXiv.1907.04572
- Liu, Anqi; Shi, Guanya; et el. (2019) Robust
Regression for Safe Exploration in Control; 10.48550/arXiv.1906.05819
- Shi, Yang; Furlanello, Tommaso; et el. (2019) Compact
Tensor Pooling for Visual Question Answering; 10.48550/arXiv.1706.06706
- Anandkumar, Anima and Sedghi, Hanie (2019) Learning
Mixed Membership Community Models in Social Tagging Networks through
Tensor Methods; 10.48550/arXiv.1503.04567
- Nimmagadda, Tejaswi and Anandkumar, Anima (2019) Multi-Object
Classification and Unsupervised Scene Understanding Using Deep Learning
Features and Latent Tree Probabilistic Models; 10.48550/arXiv.1505.00308
- Janzamin, Majid; Sedghi, Hanie; et el. (2019) Score
Function Features for Discriminative Learning: Matrix and Tensor
Framework; 10.48550/arXiv.1412.2863
- Janzamin, Majid; Sedghi, Hanie; et el. (2019) Beating
the Perils of Non-Convexity: Guaranteed Training of Neural Networks
using Tensor Methods; 10.48550/arXiv.1506.08473
- Huang, Furong and Anandkumar, Animashree (2019) Convolutional
Dictionary Learning through Tensor Factorization; 10.48550/arXiv.1506.03509
- Anandkumar, Anima and Ge, Rong (2019) Efficient
approaches for escaping higher order saddle points in non-convex
optimization; 10.48550/arXiv.1602.05908
- Arabshahi, Forough and Anandkumar, Animashree (2019) Spectral
Methods for Correlated Topic Models; 10.48550/arXiv.1605.09080
- Anandkumar, Animashree; Jain, Prateek; et el. (2019) Tensor
vs Matrix Methods: Robust Tensor Decomposition under Block Sparse
Perturbations; 10.48550/arXiv.1510.04747
- Sedghi, Hanie and Anandkumar, Anima (2019) Training
Input-Output Recurrent Neural Networks through Spectral Methods; 10.48550/arXiv.1603.00954
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learning of transcriptional regulatory networks via latent tree
graphical models; 10.48550/arXiv.1609.06335
- Azizzadenesheli, Kamyar; Lazaric, Alessandro; et el. (2019) Experimental
results: Reinforcement Learning of POMDPs using Spectral Methods;
ISBN 9781510838819; 30th Annual Conference on Neural Information
Processing Systems 2016 : Barcelona, Spain, 5-10 December 2016; 10.48550/arXiv.1705.02553
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Rendering Model: Joint Generation and Prediction for Semi-Supervised
Learning; 10.48550/arXiv.1811.02657
- Azizzadenesheli, Kamyar; Lazaric, Alessandro; et el. (2019) Reinforcement
Learning in Rich-Observation MDPs using Spectral Methods; 10.48550/arXiv.1611.03907v4
- Lale, Sahin; Azizzadenesheli, Kamyar; et el. (2019) Stochastic
Linear Bandits with Hidden Low Rank Structure; 10.48550/arXiv.1901.09490
- Kolbeinsson, Arinbjörn; Kossaifi, Jean; et el. (2019) Stochastically
Rank-Regularized Tensor Regression Networks; 10.48550/arXiv.1902.10758
- Azizzadenesheli, Kamyar; Bera, Manish Kumar; et el. (2019) Trust
Region Policy Optimization for POMDPs; 10.48550/arXiv.1810.07900
- Bernstein, Jeremy; Zhao, Jiawei; et el. (2019) signSGD
with Majority Vote is Communication Efficient And Fault Tolerant; 10.48550/arXiv.1810.05291
- Yu, Rose; Zheng, Stephan; et el. (2019) Long-term
Forecasting using Tensor-Train RNNs; 10.48550/arXiv.1711.00073
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Methods for Learning Multivariate Latent Tree Structure; 10.48550/arXiv.1107.1283