31. Learning to Decompose Visual Features with Latent Textual Prompts
    2022/10/09 by Feng Wang, Wang, Feng, Manling Li +9 · 8 citations
    Computer Science · #Artificial intelligence #Computer Vision and Pattern Recognition (cs.CV) #Computer science #Domain Adaptation and Few-Shot Learning #Encoder #FOS: Computer and information sciences #Feature (linguistics) #Feature learning #Inference #Language model #Machine learning #Margin (machine learning) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Natural language processing #Robustness (evolution) #Scalability #Visual language
32. NWPU-ASLP System for the VoicePrivacy 2022 Challenge
    2022/09/24 by Jixun Yao, Qing Wang, Yao, Jixun +9 · 5 citations
    Computer Science · Engineering · #Artificial intelligence #Audio and Speech Processing (eess.AS) #Computer science #Data mining #Embedding #Encoder #Engineering #Extractor #FOS: Computer and information sciences #FOS: Electrical engineering #Feature (linguistics) #Natural Language Processing Techniques #Pattern recognition (psychology) #SIGNAL (programming language) #Sound (cs.SD) #Speaker diarisation #Speaker recognition #Speaker verification #Spectrogram #Speech Recognition and Synthesis #Speech and Audio Processing #Speech recognition #Table (database) #Telecommunications #Waveform #electronic engineering #information engineering
33. Augmenting Reinforcement Learning with Transformer-based Scene Representation Learning for Decision-making of Autonomous Driving
    2022/08/24 by Haochen Liu, Zhiyu Huang, Liu, Haochen +5 · 8 citations
    Engineering · #Adaptability #Artificial Intelligence (cs.AI) #Artificial intelligence #Autonomous Vehicle Technology and Safety #Computer science #Encoder #Engineering #FOS: Computer and information sciences #Feature learning #Machine Learning (cs.LG) #Machine learning #Reinforcement learning #Robotics (cs.RO) #Traffic Prediction and Management Techniques #Traffic control and management #Transformer #Voltage
34. Masked Autoencoders that Listen
    2022/07/13 by Po-Yao Huang, Xu Hu, Huang, Po-Yao +13 · 109 citations
    Computer Science · #Algorithm #Artificial intelligence #Computer science #Decodes #Decoding methods #Encoder #Masking (illustration) #Music and Audio Processing #Pattern recognition (psychology) #Spectrogram #Speech Recognition and Synthesis #Speech and Audio Processing #Speech recognition #Transformer
35. Disentangling visual and written concepts in CLIP
    2022/06/15 by Joanna Materzyńska, Joanna Materzynska, Materzynska, Joanna +4 · 10 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · Psychology · #Artificial intelligence #Benchmark (surveying) #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #Computer science #Cosine similarity #Digital Media Forensic Detection #Encoder #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Image (mathematics) #Linguistics #Meaning (existential) #Natural (archaeology) #Natural language processing #Pattern recognition (psychology) #Psychology #Representation (politics) #Similarity (geometry) #Speech recognition #Spelling #Word (group theory) #cs.CV
36. Language Models with Image Descriptors are Strong Few-Shot Video-Language Learners
    2022/05/22 by Zhenhailong Wang, Manling Li, Wang, Zhenhailong +23 · 52 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Artificial intelligence #Closed captioning #Computer Vision and Pattern Recognition (cs.CV) #Computer science #Context (archaeology) #Domain Adaptation and Few-Shot Learning #Encoder #Event (particle physics) #FOS: Computer and information sciences #Frame (networking) #Image (mathematics) #Language model #Multimodal Machine Learning Applications #Natural language processing #Object (grammar) #Shot (pellet) #Topic Modeling #Video tracking
37. VQGAN-CLIP: Open Domain Image Generation and Editing with Natural Language Guidance
    2022/04/18 by Katherine Crowson, Crowson, Katherine, Stella Biderman +11 · 1 voice · 30 citations
    Arts and Humanities · Computer Science · Engineering · #Artificial intelligence #Code (set theory) #Computer science #Computer vision #Digital Humanities and Scholarship #Domain (mathematical analysis) #Encoder #Engineering #Human–computer interaction #Image (mathematics) #Image editing #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Natural language processing #Programming language #Quality (philosophy) #Task (project management) #Variety (cybernetics) #cs.CV
38. Unsupervised Pre-training for Temporal Action Localization Tasks
    2022/03/25 by Can Zhang, Tianyu Yang, Zhang, Can +9 · 5 citations
    Computer Science · #Action (physics) #Advanced Vision and Imaging #Artificial intelligence #Computer Vision and Pattern Recognition (cs.CV) #Computer science #Encoder #FOS: Computer and information sciences #Feature (linguistics) #Feature learning #Human Pose and Action Recognition #Machine learning #Multimodal Machine Learning Applications #Pattern recognition (psychology) #Pretext #Representation (politics) #Task (project management) #Unsupervised learning #cs.CV
39. Disentangling Long and Short-Term Interests for Recommendation
    2022/02/26 by Yu Zheng, Chen Gao, Jianxin Chang +4 · 117 citations
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Aggregate (composite) #Artificial intelligence #Code (set theory) #Computer science #Counterfactual thinking #Data mining #Encoder #Encoding (memory) #Image (mathematics) #Information retrieval #Interpretability #Machine Learning in Healthcare #Machine learning #Metric (unit) #Pairwise comparison #Recommender Systems and Techniques #Recommender system #Similarity (geometry) #Term (time) #cs.IR
40. Transformer Memory as a Differentiable Search Index
    2022/02/14 by Yi Tay, Tay, Yi, Vinh Q. Tran +24 · 1 voice · 82 citations
    Computer Science · Mathematics · #Artificial intelligence #Baseline (sea) #Computer science #Data mining #Differentiable function #Encoder #Identifier #Index (typography) #Information retrieval #Mathematics #Natural Language Processing Techniques #Natural language processing #Programming language #Question answering #String (physics) #Text and Document Classification Technologies #Topic Modeling #Transformer #cs.AI #cs.CL #cs.IR #cs.LG
41. Adversarial Masking for Self-Supervised Learning
    2022/01/31 by Yuge Shi, N. Siddharth, Shi, Yuge +5 · 14 citations
    Computer Science · Medicine · #AI in cancer detection #Artificial intelligence #COVID-19 diagnosis using AI #Code (set theory) #Computer Vision and Pattern Recognition (cs.CV) #Computer science #Domain Adaptation and Few-Shot Learning #Encoder #FOS: Computer and information sciences #Feature learning #Image (mathematics) #Machine Learning (cs.LG) #Machine learning #Masking (illustration) #Pattern recognition (psychology) #Robustness (evolution) #Transformer #cs.CV #cs.LG
42. A Frustratingly Simple Approach for End-to-End Image Captioning
    2022/01/30 by Ziyang Luo, Yadong Xi, Luo, Ziyang +5 · 12 citations
    Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Artificial intelligence #Closed captioning #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Computer science #Computer vision #Detector #Domain Adaptation and Few-Shot Learning #Encoder #Engineering #FOS: Computer and information sciences #Image (mathematics) #Multimodal Machine Learning Applications #Natural language processing #Object (grammar) #Speech recognition #Task (project management) #cs.CL #cs.CV
43. SegDiff: Image Segmentation with Diffusion Probabilistic Models
    2021/12/01 by Tomer Amit, Amit, Tomer, Tal Shaharbany +5 · 44 citations
    Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Artificial intelligence #Benchmark (surveying) #Computer Vision and Pattern Recognition (cs.CV) #Computer science #Computer vision #Encoder #Encoding (memory) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Geography #Image (mathematics) #Image segmentation #Machine Learning (cs.LG) #Pattern recognition (psychology) #Probabilistic logic #Scale-space segmentation #Segmentation #Segmentation-based object categorization #Statistical model #Video Surveillance and Tracking Methods
44. Diffusion Autoencoders: Toward a Meaningful and Decodable Representation
    2021/11/30 by Konpat Preechakul, Preechakul, Konpat, Nattanat Chatthee +5 · 81 citations
    Computer Science · #AI in cancer detection #Artificial intelligence #Code (set theory) #Computer Vision and Pattern Recognition (cs.CV) #Computer science #Domain Adaptation and Few-Shot Learning #ENCODE #Encoder #Encoding (memory) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Image (mathematics) #Machine Learning (cs.LG) #Natural language processing #Pattern recognition (psychology) #Probabilistic logic #Programming language #Representation (politics) #Semantics (computer science) #Set (abstract data type) #cs.CV #cs.LG
45. HyperStyle: StyleGAN Inversion with HyperNetworks for Real Image Editing
    2021/11/30 by Yuval Alaluf, Omer Tov, Alaluf, Yuval +7 · 17 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Artificial intelligence #Computer Vision and Pattern Recognition (cs.CV) #Computer science #Computer vision #Encoder #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Image (mathematics) #Inference #Inversion (geology) #Machine learning #cs.CV
46. Deep Auto-encoder with Neural Response
    2021/11/30 by Xuming Ran, Ran, Xuming, Jie Zhang +11 · 5 citations
    Computer Science · Engineering · Neuroscience · #Artificial intelligence #Artificial neural network #Autoencoder #CCD and CMOS Imaging Sensors #Computer science #Computer vision #Encoder #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural coding #Neural dynamics and brain function #Pattern recognition (psychology) #Visual perception and processing mechanisms #cs.LG
47. Grounded Situation Recognition with Transformers
    2021/11/19 by Junhyeong Cho, Cho, Junhyeong, Youngseok Yoon +6 · 7 citations
    Computer Science · Engineering · #Architecture #Artificial Intelligence (cs.AI) #Artificial intelligence #Computer Vision and Pattern Recognition (cs.CV) #Computer science #Domain Adaptation and Few-Shot Learning #Encoder #Engineering #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural language processing #Noun #Pattern recognition (psychology) #Salient #Topic Modeling #Transformer #Verb #cs.AI #cs.CV #cs.LG
48. Train Short, Test Long: Attention with Linear Biases Enables Input Length Extrapolation
    2021/08/27 by Ofir Press, Noah A. Smith, Press, Ofir +3 · 3 voices · 267 citations
    Computer Science · Mathematics · #Algorithm #Alibi #Artificial intelligence #Benchmark (surveying) #Computer science #Encoder #Extrapolation #Inference #Language model #Machine Learning and Data Classification #Mathematics #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Pairwise comparison #Perplexity #Position (finance) #Speech recognition #Statistics #Topic Modeling #cs.CL
49. Mobile-Former: Bridging MobileNet and Transformer
    2021/08/12 by Yinpeng Chen, Xiyang Dai, Chen, Yinpeng +11 · 36 citations
    Computer Science · Engineering · Neuroscience · #Advanced Neural Network Applications #Algorithm #Artificial intelligence #Brain Tumor Detection and Classification #Bridging (networking) #Computation #Computer Vision and Pattern Recognition (cs.CV) #Computer network #Computer science #Distributed computing #Electrical engineering #Encoder #Engineering #FLOPS #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mobile device #Parallel computing #Real-time computing #Transformer #Video Surveillance and Tracking Methods #Voltage #cs.CV #cs.LG
50. BoB: BERT Over BERT for Training Persona-based Dialogue Models from Limited Personalized Data
    2021/06/11 by Haoyu Song, Song, Haoyu, Yan Wang +8 · 14 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Artificial intelligence #Cartography #Computation and Language (cs.CL) #Computer science #Consistency (knowledge bases) #Data science #Encoder #FOS: Computer and information sciences #Human–computer interaction #Inference #Natural Language Processing Techniques #Persona #Scale (ratio) #Speech and dialogue systems #Topic Modeling #cs.AI #cs.CL
51. FNet: Mixing Tokens with Fourier Transforms
    2021/05/09 by James Lee-Thorp, Joshua Ainslie, Lee-Thorp, James +6 · 4 voices · 49 citations
    Computer Science · Engineering · Mathematics · #Algorithm #Benchmark (surveying) #Cartography #Computer engineering #Computer science #Electrical engineering #Encoder #Engineering #Ferroelectric and Negative Capacitance Devices #Fourier transform #Generative Adversarial Networks and Image Synthesis #Mathematics #Parallel computing #Topic Modeling #Transformer #Voltage #cs.CL #cs.LG
52. Perceptual Image Quality Assessment with Transformers
    2021/04/30 by Manri Cheon, Sung-Jun Yoon, Sungjun Yoon +7 · 5 citations
    Computer Science · Engineering · #Advanced Image Fusion Techniques #Advanced Image Processing Techniques #Artificial intelligence #Computer Vision and Pattern Recognition (cs.CV) #Computer science #Computer vision #Convolutional neural network #Embedding #Encoder #Engineering #FOS: Computer and information sciences #FOS: Electrical engineering #Image (mathematics) #Image and Video Processing (eess.IV) #Image and Video Quality Assessment #Image quality #Pattern recognition (psychology) #Perception #Transformer #cs.CV #eess.IV #electronic engineering #information engineering
53. Retrieval Augmentation Reduces Hallucination in Conversation
    2021/04/15 by Kurt Shuster, Spencer Poff, Shuster, Kurt +7 · 149 citations
    Computer Science · Psychology · #Artificial intelligence #Cognitive science #Communication #Computer science #Context (archaeology) #Conversation #Domain (mathematical analysis) #Encoder #Human–computer interaction #Natural Language Processing Techniques #Natural language processing #Psychology #Speech and dialogue systems #Task (project management) #Topic Modeling #cs.AI #cs.CL
54. MSCFNet: A Lightweight Network With Multi-Scale Context Fusion for Real-Time Semantic Segmentation
    2021/03/24 by Guangwei Gao, Gao, Guangwei, Guoan Xu +9 · 9 citations
    Computer Science · #Advanced Neural Network Applications #Algorithm #Artificial intelligence #Artificial neural network #Computer Vision and Pattern Recognition (cs.CV) #Computer engineering #Computer science #Computer vision #Context (archaeology) #Convolution (computer science) #Domain Adaptation and Few-Shot Learning #Encoder #FOS: Computer and information sciences #Inference #Real-time computing #Residual #Segmentation #Video Surveillance and Tracking Methods #cs.CV
55. PSCC-Net: Progressive Spatio-Channel Correlation Network for Image Manipulation Detection and Localization
    2021/03/19 by Xiaohong Liu, Yaojie Liu, Liu, Xiaohong +5 · 34 citations
    Computer Science · Engineering · Mathematics · #Adversarial Robustness in Machine Learning #Artificial intelligence #Channel (broadcasting) #Computer Vision and Pattern Recognition (cs.CV) #Computer network #Computer science #Computer vision #Correlation #Digital Media Forensic Detection #Encoder #FOS: Computer and information sciences #Image (mathematics) #Image Processing Techniques and Applications #Mathematics #Net (polyhedron) #Path (computing) #Pattern recognition (psychology) #Pooling #Process (computing)
56. Semi-supervised Left Atrium Segmentation with Mutual Consistency Training
    2021/03/04 by Yicheng Wu, Wu, Yicheng, Minfeng Xu +7 · 23 citations
    Computer Science · Medicine · #Artificial intelligence #COVID-19 diagnosis using AI #Cardiac Valve Diseases and Treatments #Computer Vision and Pattern Recognition (cs.CV) #Computer science #Consistency (knowledge bases) #Encoder #Entropy (arrow of time) #FOS: Computer and information sciences #Infective Endocarditis Diagnosis and Management #Machine learning #Pattern recognition (psychology) #Segmentation #cs.CV
57. TextGNN: Improving Text Encoder via Graph Neural Network in Sponsored Search
    2021/01/31 by Jason Yue Zhu, Jason Zhu, Yanling Cui +8 · 44 citations
    Computer Science · #Encoder #Graph #Interoperability #Language model #Latency (audio) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Natural language #Natural language understanding #Topic Modeling #Transformer #cs.CL #cs.LG
58. A Single Stream Network for Robust and Real-time RGB-D Salient Object Detection
    2020/07/14 by Xiaoqi Zhao, Zhao, Xiaoqi, Lihe Zhang +7 · 19 citations
    Computer Science · Neuroscience · #Artificial intelligence #Computer Vision and Pattern Recognition (cs.CV) #Computer science #Computer vision #Data stream #Discriminative model #Encoder #FOS: Computer and information sciences #Face Recognition and Perception #Feature (linguistics) #Feature extraction #Fusion #Image and Video Quality Assessment #Pattern recognition (psychology) #RGB color model #Salient #Visual Attention and Saliency Detection #cs.CV
59. Probabilistic Multi-modal Trajectory Prediction with Lane Attention for Autonomous Vehicles
    2020/07/06 by Chenxu Luo, Lin Sun, Luo, Chenxu +5 · 12 citations
    Computer Science · Engineering · #Anomaly Detection Techniques and Applications #Artificial intelligence #Autonomous Vehicle Technology and Safety #Benchmark (surveying) #Computer Vision and Pattern Recognition (cs.CV) #Computer science #Cover (algebra) #Encoder #Engineering #FOS: Computer and information sciences #Geography #Modal #Motion (physics) #Probabilistic logic #Representation (politics) #Robotics (cs.RO) #Trajectory #cs.CV #cs.RO
60. Swapping Autoencoder for Deep Image Manipulation
    2020/07/01 by Taesung Park, Jun-Yan Zhu, Park, Taesung +11 · 145 citations
    Computer Science · #Artificial intelligence #Autoencoder #Code (set theory) #Component (thermodynamics) #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #Computer science #Computer vision #Deep learning #Digital Media Forensic Detection #ENCODE #Encoder #Encoding (memory) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Generative grammar #Generative model #Graphics (cs.GR) #Image (mathematics) #Key (lock) #Machine Learning (cs.LG) #Pattern recognition (psychology) #cs.CV #cs.GR #cs.LG

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