【arxiv论文】 Computer Vision and Pattern Recognition 2020-02-19

发表于 2020-02-19 更新于 2020-03-05 分类于 arxiv ， CV 53k 1:28

目录

1. Camera Model Anonymisation with Augmented cGANs [PDF] 摘要

2. MAST: A Memory-Augmented Self-supervised Tracker [PDF] 摘要

3. Computational optimization of convolutional neural networks using separated filters architecture [PDF] 摘要

4. Towards Bounding-Box Free Panoptic Segmentation [PDF] 摘要

5. Voxel-Based Indoor Reconstruction From HoloLens Triangle Meshes [PDF] 摘要

6. FeatureNMS: Non-Maximum Suppression by Learning Feature Embeddings [PDF] 摘要

7. Neural arbitrary style transfer for portrait images using the attention mechanism [PDF] 摘要

8. An interpretable classifier for high-resolution breast cancer screening images utilizing weakly supervised localization [PDF] 摘要

9. Few-Shot Few-Shot Learning and the role of Spatial Attention [PDF] 摘要

10. NoiseBreaker: Gradual Image Denoising Guided by Noise Analysis [PDF] 摘要

11. Motion Deblurring using Spatiotemporal Phase Aperture Coding [PDF] 摘要

12. Knowledge Integration Networks for Action Recognition [PDF] 摘要

13. Automated Cardiothoracic Ratio Calculation and Cardiomegaly Detection using Deep Learning Approach [PDF] 摘要

14. Registration of multi-view point sets under the perspective of expectation-maximization [PDF] 摘要

15. V4D:4D Convolutional Neural Networks for Video-level Representation Learning [PDF] 摘要

16. EHSOD: CAM-Guided End-to-end Hybrid-Supervised Object Detection with Cascade Refinement [PDF] 摘要

17. Universal-RCNN: Universal Object Detector via Transferable Graph R-CNN [PDF] 摘要

18. DivideMix: Learning with Noisy Labels as Semi-supervised Learning [PDF] 摘要

19. High-Order Paired-ASPP Networks for Semantic Segmenation [PDF] 摘要

20. Multi-Task Learning from Videos via Efficient Inter-Frame Attention [PDF] 摘要

21. Constraining Temporal Relationship for Action Localization [PDF] 摘要

22. Restricted Structural Random Matrix for Compressive Sensing [PDF] 摘要

23. 3D Gated Recurrent Fusion for Semantic Scene Completion [PDF] 摘要

24. Dual-Attention GAN for Large-Pose Face Frontalization [PDF] 摘要

25. Multilinear Compressive Learning with Prior Knowledge [PDF] 摘要

26. The Tree Ensemble Layer: Differentiability meets Conditional Computation [PDF] 摘要

27. Learning Bijective Feature Maps for Linear ICA [PDF] 摘要

28. Deep Learning in Medical Ultrasound Image Segmentation: a Review [PDF] 摘要

29. Robust Quantization: One Model to Rule Them All [PDF] 摘要

30. Image Entropy for Classification and Analysis of Pathology Slides [PDF] 摘要

31. Deflecting Adversarial Attacks [PDF] 摘要

32. Picking Winning Tickets Before Training by Preserving Gradient Flow [PDF] 摘要

33. Evolutionary Optimization of Deep Learning Activation Functions [PDF] 摘要

34. AIBench: An Agile Domain-specific Benchmarking Methodology and an AI Benchmark Suite [PDF] 摘要

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【arxiv论文】 Computation and Language 2020-02-19

发表于 2020-02-19 更新于 2020-03-05 分类于 arxiv ， CL 19k 31 分钟

目录

1. An enhanced Tree-LSTM architecture for sentence semantic modeling using typed dependencies [PDF] 摘要

2. Learning by Semantic Similarity Makes Abstractive Summarization Better [PDF] 摘要

3. Gradient-Based Adversarial Training on Transformer Networks for Detecting Check-Worthy Factual Claims [PDF] 摘要

4. Neural Relation Prediction for Simple Question Answering over Knowledge Graph [PDF] 摘要

5. A Survey of Deep Learning Techniques for Neural Machine Translation [PDF] 摘要

6. Sequential Latent Knowledge Selection for Knowledge-Grounded Dialogue [PDF] 摘要

7. A New Clustering neural network for Chinese word segmentation [PDF] 摘要

8. Improving Multi-Turn Response Selection Models with Complementary Last-Utterance Selection by Instance Weighting [PDF] 摘要

9. Annotating and Extracting Synthesis Process of All-Solid-State Batteries from Scientific Literature [PDF] 摘要

10. Conditional Self-Attention for Query-based Summarization [PDF] 摘要

11. From English To Foreign Languages: Transferring Pre-trained Language Models [PDF] 摘要

12. Decidability of cutpoint isolation for letter-monotonic probabilistic finite automata [PDF] 摘要

13. A Model to Measure the Spread Power of Rumors [PDF] 摘要

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【arxiv论文】 Computer Vision and Pattern Recognition 2020-02-18

发表于 2020-02-18 更新于 2020-03-05 分类于 arxiv ， CV 87k 2:26

目录

1. Precision Gating: Improving Neural Network Efficiency with Dynamic Dual-Precision Activations [PDF] 摘要

2. Lake Ice Detection from Sentinel-1 SAR with Deep Learning [PDF] 摘要

3. Learning Architectures for Binary Networks [PDF] 摘要

4. Patient-Specific Finetuning of Deep Learning Models for Adaptive Radiotherapy in Prostate CT [PDF] 摘要

5. Amplifying The Uncanny [PDF] 摘要

6. Hierarchical Rule Induction Network for Abstract Visual Reasoning [PDF] 摘要

7. DeepDualMapper: A Gated Fusion Network for Automatic Map Extraction using Aerial Images and Trajectories [PDF] 摘要

8. Text Perceptron: Towards End-to-End Arbitrary-Shaped Text Spotting [PDF] 摘要

9. On the Similarity of Deep Learning Representations Across Didactic and Adversarial Examples [PDF] 摘要

10. Discernible Compressed Images via Deep Perception Consistency [PDF] 摘要

11. CQ-VQA: Visual Question Answering on Categorized Questions [PDF] 摘要

12. Deep Domain Adaptive Object Detection: a Survey [PDF] 摘要

13. Unsupervised Image-generation Enhanced Adaptation for Object Detection in Thermal images [PDF] 摘要

14. Superpixel Segmentation via Convolutional Neural Networks with Regularized Information Maximization [PDF] 摘要

15. Directional Deep Embedding and Appearance Learning for Fast Video Object Segmentation [PDF] 摘要

16. Generator From Edges: Reconstruction of Facial Images [PDF] 摘要

17. AOL: Adaptive Online Learning for Human Trajectory Prediction in Dynamic Video Scenes [PDF] 摘要

18. PeelNet: Textured 3D reconstruction of human body using single view RGB image [PDF] 摘要

19. Latent Normalizing Flows for Many-to-Many Cross-Domain Mappings [PDF] 摘要

20. Block Annotation: Better Image Annotation for Semantic Segmentation with Sub-Image Decomposition [PDF] 摘要

21. CRL: Class Representative Learning for Image Classification [PDF] 摘要

22. Key Points Estimation and Point Instance Segmentation Approach for Lane Detection [PDF] 摘要

23. Analytic Marching: An Analytic Meshing Solution from Deep Implicit Surface Networks [PDF] 摘要

24. Automated Labelling using an Attention model for Radiology reports of MRI scans (ALARM) [PDF] 摘要

25. Reinforced active learning for image segmentation [PDF] 摘要

26. Topological Mapping for Manhattan-like Repetitive Environments [PDF] 摘要

27. Facial Attribute Capsules for Noise Face Super Resolution [PDF] 摘要

28. A Real-Time Deep Network for Crowd Counting [PDF] 摘要

29. Face Recognition: Too Bias, or Not Too Bias? [PDF] 摘要

30. Learning to Group: A Bottom-Up Framework for 3D Part Discovery in Unseen Categories [PDF] 摘要

31. A Multiple Decoder CNN for Inverse Consistent 3D Image Registration [PDF] 摘要

32. HighRes-net: Recursive Fusion for Multi-Frame Super-Resolution of Satellite Imagery [PDF] 摘要

33. An End-to-End Framework for Unsupervised Pose Estimation of Occluded Pedestrians [PDF] 摘要

34. Scale-Invariant Multi-Oriented Text Detection in Wild Scene Images [PDF] 摘要

35. Video Face Super-Resolution with Motion-Adaptive Feedback Cell [PDF] 摘要

36. UniViLM: A Unified Video and Language Pre-Training Model for Multimodal Understanding and Generation [PDF] 摘要

37. Cell R-CNN V3: A Novel Panoptic Paradigm for Instance Segmentation in Biomedical Images [PDF] 摘要

38. Recognizing Families In the Wild (RFIW): The 4th Edition [PDF] 摘要

39. Historical Document Processing: Historical Document Processing: A Survey of Techniques, Tools, and Trends [PDF] 摘要

40. Single Unit Status in Deep Convolutional Neural Network Codes for Face Identification: Sparseness Redefined [PDF] 摘要

41. Layered Embeddings for Amodal Instance Segmentation [PDF] 摘要

42. Why Do Line Drawings Work? A Realism Hypothesis [PDF] 摘要

43. Social-WaGDAT: Interaction-aware Trajectory Prediction via Wasserstein Graph Double-Attention Network [PDF] 摘要

44. Spectrum Translation for Cross-Spectral Ocular Matching [PDF] 摘要

45. Seeing Around Corners with Edge-Resolved Transient Imaging [PDF] 摘要

46. Query-Efficient Physical Hard-Label Attacks on Deep Learning Visual Classification [PDF] 摘要

47. PCSGAN: Perceptual Cyclic-Synthesized Generative Adversarial Networks for Thermal and NIR to Visible Image Transformation [PDF] 摘要

48. Large-scale biometry with interpretable neural network regression on UK Biobank body MRI [PDF] 摘要

49. Class-Imbalanced Semi-Supervised Learning [PDF] 摘要

50. Reinforcement learning for the manipulation of eye tracking data [PDF] 摘要

51. Unraveling Meta-Learning: Understanding Feature Representations for Few-Shot Tasks [PDF] 摘要

52. Gaussian Smoothen Semantic Features (GSSF) -- Exploring the Linguistic Aspects of Visual Captioning in Indian Languages (Bengali) Using MSCOCO Framework [PDF] 摘要

53. Coresets for the Nearest-Neighbor Rule [PDF] 摘要

54. Hold me tight! Influence of discriminative features on deep network boundaries [PDF] 摘要

55. 3D Dynamic Scene Graphs: Actionable Spatial Perception with Places, Objects, and Humans [PDF] 摘要

56. Learning representations of irregular particle-detector geometry with distance-weighted graph networks [PDF] 摘要

57. Adaptive Kernel Estimation of the Spectral Density with Boundary Kernel Analysis [PDF] 摘要

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【arxiv论文】 Computation and Language 2020-02-18

发表于 2020-02-18 更新于 2020-03-05 分类于 arxiv ， CL 31k 52 分钟

目录

1. HotelRec: a Novel Very Large-Scale Hotel Recommendation Dataset [PDF] 摘要

2. GameWikiSum: a Novel Large Multi-Document Summarization Dataset [PDF] 摘要

3. Incorporating BERT into Neural Machine Translation [PDF] 摘要

4. Multi-layer Representation Fusion for Neural Machine Translation [PDF] 摘要

5. Gaussian Smoothen Semantic Features (GSSF) -- Exploring the Linguistic Aspects of Visual Captioning in Indian Languages (Bengali) Using MSCOCO Framework [PDF] 摘要

6. Speech Corpus of Ainu Folklore and End-to-end Speech Recognition for Ainu Language [PDF] 摘要

7. The Utility of General Domain Transfer Learning for Medical Language Tasks [PDF] 摘要

8. SBERT-WK: A Sentence Embedding Method by Dissecting BERT-based Word Models [PDF] 摘要

9. Towards Detection of Subjective Bias using Contextualized Word Embeddings [PDF] 摘要

10. Neural Machine Translation with Joint Representation [PDF] 摘要

11. Exploring Neural Models for Parsing Natural Language into First-Order Logic [PDF] 摘要

12. Learning to Generate Multiple Style Transfer Outputs for an Input Sentence [PDF] 摘要

13. A Multimodal Dialogue System for Conversational Image Editing [PDF] 摘要

14. Deeper Task-Specificity Improves Joint Entity and Relation Extraction [PDF] 摘要

15. Fine-Tuning Pretrained Language Models: Weight Initializations, Data Orders, and Early Stopping [PDF] 摘要

16. Controlling Computation versus Quality for Neural Sequence Models [PDF] 摘要

17. Computing rank-revealing factorizations of matrices stored out-of-core [PDF] 摘要

18. Supervised Phrase-boundary Embeddings [PDF] 摘要

19. Open Knowledge Enrichment for Long-tail Entities [PDF] 摘要

20. UniViLM: A Unified Video and Language Pre-Training Model for Multimodal Understanding and Generation [PDF] 摘要

21. Semantic Relatedness and Taxonomic Word Embeddings [PDF] 摘要

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【arxiv论文】 Computer Vision and Pattern Recognition 2020-02-17

发表于 2020-02-17 更新于 2020-03-05 分类于 arxiv ， CV 29k 48 分钟

目录

1. Purifying Real Images with an Attention-guided Style Transfer Network for Gaze Estimation [PDF] 摘要

2. Combining Visual and Textual Features for Semantic Segmentation of Historical Newspapers [PDF] 摘要

3. Layer-wise Pruning and Auto-tuning of Layer-wise Learning Rates in Fine-tuning of Deep Networks [PDF] 摘要

4. Constrained Dominant sets and Its applications in computer vision [PDF] 摘要

5. Building Networks for Image Segmentation using Particle Competition and Cooperation [PDF] 摘要

6. A Hybrid 3DCNN and 3DC-LSTM based model for 4D Spatio-temporal fMRI data: An ABIDE Autism Classification study [PDF] 摘要

7. Context Conditional Variational Autoencoder for Predicting Multi-Path Trajectories in Mixed Traffic [PDF] 摘要

8. Multi-Level Feature Fusion Mechanism for Single Image Super-Resolution [PDF] 摘要

9. Counting dense objects in remote sensing images [PDF] 摘要

10. End-to-end Learning of Object Motion Estimation from Retinal Events for Event-based Object Tracking [PDF] 摘要

11. A Survey on 3D Skeleton-Based Action Recognition Using Learning Method [PDF] 摘要

12. Liver Segmentation in Abdominal CT Images via Auto-Context Neural Network and Self-Supervised Contour Attention [PDF] 摘要

13. An LSTM-Based Autonomous Driving Model Using Waymo Open Dataset [PDF] 摘要

14. Skip Connections Matter: On the Transferability of Adversarial Examples Generated with ResNets [PDF] 摘要

15. SemI2I: Semantically Consistent Image-to-Image Translation for Domain Adaptation of Remote Sensing Data [PDF] 摘要

16. Remove Appearance Shift for Ultrasound Image Segmentation via Fast and Universal Style Transfer [PDF] 摘要

17. Variational Conditional-Dependence Hidden Markov Models for Human Action Recognition [PDF] 摘要

18. ACEnet: Anatomical Context-Encoding Network for Neuroanatomy Segmentation [PDF] 摘要

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【arxiv论文】 Computation and Language 2020-02-17

发表于 2020-02-17 更新于 2020-03-05 分类于 arxiv ， CL 22k 36 分钟

目录

1. Transformer on a Diet [PDF] 摘要

2. Scalable Neural Methods for Reasoning With a Symbolic Knowledge Base [PDF] 摘要

3. FQuAD: French Question Answering Dataset [PDF] 摘要

4. Dialogue history integration into end-to-end signal-to-concept spoken language understanding systems [PDF] 摘要

5. Integrating Discrete and Neural Features via Mixed-feature Trans-dimensional Random Field Language Models [PDF] 摘要

6. A Data Efficient End-To-End Spoken Language Understanding Architecture [PDF] 摘要

7. Zero-Resource Cross-Domain Named Entity Recognition [PDF] 摘要

8. Understanding patient complaint characteristics using contextual clinical BERT embeddings [PDF] 摘要

9. Transformers as Soft Reasoners over Language [PDF] 摘要

10. HULK: An Energy Efficiency Benchmark Platform for Responsible Natural Language Processing [PDF] 摘要

11. Unsupervised Speaker Adaptation using Attention-based Speaker Memory for End-to-End ASR [PDF] 摘要

12. Combining Visual and Textual Features for Semantic Segmentation of Historical Newspapers [PDF] 摘要

13. Exploring Chemical Space using Natural Language Processing Methodologies for Drug Discovery [PDF] 摘要

14. Deep Speaker Embeddings for Far-Field Speaker Recognition on Short Utterances [PDF] 摘要

15. Query2box: Reasoning over Knowledge Graphs in Vector Space using Box Embeddings [PDF] 摘要

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screen后台运行进程

发表于 2020-02-16 分类于 技术杂谈 518 1 分钟

screen 后台

我们常常需要将进程挂在后台运行，防止因关闭窗口或断开连接导致进程被杀掉。screen可以实现进程与当前窗口分离，即使断开连接了，进行仍可以继续运行；并且当我们重新连接后，仍可读取当前进程。

安装

1	sudo apt-get install screen

新建窗口

1 2 3 4

# 方法一 screen # 新建一个无名窗口，断开连接后仍可以后台运行，但是无法重新连接 # 方法二 screen -S <screen_name> # 新建一个窗口并进入该窗口

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tgz文件压缩&解压

发表于 2020-02-15 更新于 2020-02-16 分类于 技术杂谈 170 1 分钟

tgz 压缩 解压

压缩

压缩指定文件夹

1	tar zcvf <filename>.tgz <path_to_dir>

解压

解压到当前文件夹

保留原始压缩文件

1	tar zxvf <filename>.tgz -C .

解压到指定文件夹

保留原始压缩文件

1	tar zxvf <filename>.tgz -C <path_to_dir>