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Showing below up to 280 results in range #151 to #430.

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  1. stat441w18/e-gan‏‎ (39 revisions)
  2. stat946w18/Implicit Causal Models for Genome-wide Association Studies‏‎ (39 revisions)
  3. This Looks Like That: Deep Learning for Interpretable Image Recognition‏‎ (40 revisions)
  4. Neural Audio Synthesis of Musical Notes with WaveNet autoencoders‏‎ (40 revisions)
  5. U-Time:A Fully Convolutional Network for Time Series Segmentation Applied to Sleep Staging Summary‏‎ (41 revisions)
  6. an HDP-HMM for Systems with State Persistence‏‎ (41 revisions)
  7. semi-supervised Learning with Deep Generative Models‏‎ (41 revisions)
  8. graves et al., Speech recognition with deep recurrent neural networks‏‎ (41 revisions)
  9. STAT946F17/ Learning a Probabilistic Latent Space of Object Shapes via 3D GAN‏‎ (41 revisions)
  10. show, Attend and Tell: Neural Image Caption Generation with Visual Attention‏‎ (41 revisions)
  11. Co-Teaching‏‎ (42 revisions)
  12. matrix Completion with Noise‏‎ (42 revisions)
  13. Robust Imitation Learning from Noisy Demonstrations‏‎ (42 revisions)
  14. parametric Local Metric Learning for Nearest Neighbor Classification‏‎ (43 revisions)
  15. Pixels to Graphs by Associative Embedding‏‎ (43 revisions)
  16. Robust Imitation of Diverse Behaviors‏‎ (43 revisions)
  17. proposal for STAT946 projects‏‎ (43 revisions)
  18. Model Agnostic Learning of Semantic Features‏‎ (44 revisions)
  19. schedule‏‎ (44 revisions)
  20. SuperGLUE‏‎ (44 revisions)
  21. Do Deep Neural Networks Suffer from Crowding‏‎ (45 revisions)
  22. hierarchical Dirichlet Processes‏‎ (45 revisions)
  23. on the difficulty of training recurrent neural networks‏‎ (45 revisions)
  24. continuous space language models‏‎ (45 revisions)
  25. Label-Free Supervision of Neural Networks with Physics and Domain Knowledge‏‎ (46 revisions)
  26. stat946w18/Self Normalizing Neural Networks‏‎ (46 revisions)
  27. Augmix: New Data Augmentation method to increase the robustness of the algorithm‏‎ (46 revisions)
  28. Streaming Bayesian Inference for Crowdsourced Classification‏‎ (46 revisions)
  29. End-to-End Differentiable Adversarial Imitation Learning‏‎ (47 revisions)
  30. overfeat: integrated recognition, localization and detection using convolutional networks‏‎ (47 revisions)
  31. Time-series Generative Adversarial Networks‏‎ (47 revisions)
  32. STAT946F20/BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding‏‎ (47 revisions)
  33. A Neural Representation of Sketch Drawings‏‎ (47 revisions)
  34. Breaking Certified Defenses: Semantic Adversarial Examples With Spoofed Robustness Certificates‏‎ (48 revisions)
  35. THE LOGICAL EXPRESSIVENESS OF GRAPH NEURAL NETWORKS‏‎ (48 revisions)
  36. stat441w18/mastering-chess-and-shogi-self-play‏‎ (49 revisions)
  37. orthogonal gradient descent for continual learning‏‎ (49 revisions)
  38. Memory-Based Parameter Adaptation‏‎ (49 revisions)
  39. inductive Kernel Low-rank Decomposition with Priors: A Generalized Nystrom Method‏‎ (49 revisions)
  40. markov Random Fields for Super-Resolution‏‎ (49 revisions)
  41. Task Understanding from Confushing Multitask Data‏‎ (50 revisions)
  42. A Bayesian Perspective on Generalization and Stochastic Gradient Descent‏‎ (50 revisions)
  43. the Indian Buffet Process: An Introduction and Review‏‎ (50 revisions)
  44. statf10841Scribe‏‎ (51 revisions)
  45. Dynamic Routing Between Capsules‏‎ (51 revisions)
  46. nonparametric Latent Feature Models for Link Prediction‏‎ (52 revisions)
  47. parsing natural scenes and natural language with recursive neural networks‏‎ (52 revisions)
  48. Multi-scale Dense Networks for Resource Efficient Image Classification‏‎ (52 revisions)
  49. paper 13‏‎ (52 revisions)
  50. MarrNet: 3D Shape Reconstruction via 2.5D Sketches‏‎ (53 revisions)
  51. Don't Just Blame Over-parametrization‏‎ (53 revisions)
  52. adaptive dimension reduction for clustering high dimensional data‏‎ (53 revisions)
  53. On The Convergence Of ADAM And Beyond‏‎ (54 revisions)
  54. Understanding Image Motion with Group Representations‏‎ (54 revisions)
  55. GradientLess Descent‏‎ (54 revisions)
  56. stat946F18/differentiableplasticity‏‎ (55 revisions)
  57. learning Hierarchical Features for Scene Labeling‏‎ (55 revisions)
  58. a fair comparison of graph neural networks for graph classification‏‎ (55 revisions)
  59. End to end Active Object Tracking via Reinforcement Learning‏‎ (55 revisions)
  60. Mapping Images to Scene Graphs with Permutation-Invariant Structured Prediction‏‎ (56 revisions)
  61. kernelized Locality-Sensitive Hashing‏‎ (56 revisions)
  62. sparse PCA‏‎ (56 revisions)
  63. stat441w18/A New Method of Region Embedding for Text Classification‏‎ (57 revisions)
  64. stat946w18/MaskRNN: Instance Level Video Object Segmentation‏‎ (58 revisions)
  65. residual Component Analysis: Generalizing PCA for more flexible inference in linear-Gaussian models‏‎ (58 revisions)
  66. f11Stat841presentation‏‎ (59 revisions)
  67. DeepVO Towards end to end visual odometry with deep RNN‏‎ (59 revisions)
  68. f14Stat842EditorSignUp‏‎ (59 revisions)
  69. CatBoost: unbiased boosting with categorical features‏‎ (59 revisions)
  70. Spherical CNNs‏‎ (59 revisions)
  71. DREAM TO CONTROL: LEARNING BEHAVIORS BY LATENT IMAGINATION‏‎ (60 revisions)
  72. Dense Passage Retrieval for Open-Domain Question Answering‏‎ (60 revisions)
  73. signupformStat341F11‏‎ (61 revisions)
  74. STAT946F17/Conditional Image Generation with PixelCNN Decoders‏‎ (61 revisions)
  75. stat946w18/Synthetic and natural noise both break neural machine translation‏‎ (61 revisions)
  76. deep neural networks for acoustic modeling in speech recognition‏‎ (61 revisions)
  77. One-Shot Imitation Learning‏‎ (62 revisions)
  78. neighbourhood Components Analysis‏‎ (62 revisions)
  79. the Wake-Sleep Algorithm for Unsupervised Neural Networks‏‎ (62 revisions)
  80. FeUdal Networks for Hierarchical Reinforcement Learning‏‎ (63 revisions)
  81. compressed Sensing Reconstruction via Belief Propagation‏‎ (64 revisions)
  82. contributions on Quantifying Cancer Progression with Conjunctive Bayesian Networks‏‎ (64 revisions)
  83. Deep Exploration via Bootstrapped DQN‏‎ (64 revisions)
  84. video-based face recognition using Adaptive HMM‏‎ (65 revisions)
  85. statf09841Scribe‏‎ (65 revisions)
  86. Wavelet Pooling CNN‏‎ (66 revisions)
  87. proposal for STAT946 projects Fall 2010‏‎ (66 revisions)
  88. visualizing Data using t-SNE‏‎ (66 revisions)
  89. stat946w18/Wavelet Pooling For Convolutional Neural Networks‏‎ (67 revisions)
  90. A universal SNP and small-indel variant caller using deep neural networks‏‎ (67 revisions)
  91. Adversarial Fisher Vectors for Unsupervised Representation Learning‏‎ (67 revisions)
  92. BERTScore: Evaluating Text Generation with BERT‏‎ (67 revisions)
  93. Learning to Teach‏‎ (67 revisions)
  94. policy optimization with demonstrations‏‎ (68 revisions)
  95. Extreme Multi-label Text Classification‏‎ (68 revisions)
  96. ALBERT: A Lite BERT for Self-supervised Learning of Language Representations‏‎ (69 revisions)
  97. Reinforcement Learning of Theorem Proving‏‎ (69 revisions)
  98. human-level control through deep reinforcement learning‏‎ (69 revisions)
  99. One-Shot Object Detection with Co-Attention and Co-Excitation‏‎ (69 revisions)
  100. Annotating Object Instances with a Polygon RNN‏‎ (71 revisions)
  101. goingDeeperWithConvolutions‏‎ (71 revisions)
  102. schedule946‏‎ (71 revisions)
  103. stat946w18/AmbientGAN: Generative Models from Lossy Measurements‏‎ (71 revisions)
  104. Roberta‏‎ (72 revisions)
  105. stat946f15/Sequence to sequence learning with neural networks‏‎ (72 revisions)
  106. Functional regularisation for continual learning with gaussian processes‏‎ (72 revisions)
  107. The Curious Case of Degeneration‏‎ (73 revisions)
  108. PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space‏‎ (73 revisions)
  109. STAT946F17/Cognitive Psychology For Deep Neural Networks: A Shape Bias Case Study‏‎ (73 revisions)
  110. Unsupervised Domain Adaptation with Residual Transfer Networks‏‎ (73 revisions)
  111. relevant Component Analysis‏‎ (73 revisions)
  112. XGBoost: A Scalable Tree Boosting System‏‎ (73 revisions)
  113. stat946F18/Autoregressive Convolutional Neural Networks for Asynchronous Time Series‏‎ (73 revisions)
  114. Point-of-Interest Recommendation: Exploiting Self-Attentive Autoencoders with Neighbor-Aware Influence‏‎ (73 revisions)
  115. STAT946F17/ Learning Important Features Through Propagating Activation Differences‏‎ (73 revisions)
  116. nonlinear Dimensionality Reduction by Semidefinite Programming and Kernel Matrix Factorization‏‎ (74 revisions)
  117. Hierarchical Representations for Efficient Architecture Search‏‎ (74 revisions)
  118. independent Component Analysis: algorithms and applications‏‎ (75 revisions)
  119. Summary - A Neural Representation of Sketch Drawings‏‎ (75 revisions)
  120. f10 Stat841 digest‏‎ (76 revisions)
  121. Universal Style Transfer via Feature Transforms‏‎ (76 revisions)
  122. Imagination-Augmented Agents for Deep Reinforcement Learning‏‎ (76 revisions)
  123. stat946F18/Beyond Word Importance Contextual Decomposition to Extract Interactions from LSTMs‏‎ (76 revisions)
  124. learning Spectral Clustering, With Application To Speech Separation‏‎ (77 revisions)
  125. Meta-Learning For Domain Generalization‏‎ (77 revisions)
  126. from Machine Learning to Machine Reasoning‏‎ (77 revisions)
  127. Learning What and Where to Draw‏‎ (78 revisions)
  128. maximum-Margin Matrix Factorization‏‎ (79 revisions)
  129. Deep Reinforcement Learning in Continuous Action Spaces a Case Study in the Game of Simulated Curling‏‎ (80 revisions)
  130. learning a Nonlinear Embedding by Preserving Class Neighborhood Structure‏‎ (80 revisions)
  131. Being Bayesian about Categorical Probability‏‎ (81 revisions)
  132. Mask RCNN‏‎ (81 revisions)
  133. f11Stat946presentation‏‎ (81 revisions)
  134. Deep Alternative Neural Network: Exploring Contexts As Early As Possible For Action Recognition‏‎ (81 revisions)
  135. a Penalized Matrix Decomposition, with Applications to Sparse Principal Components and Canonical Correlation Analysis‏‎ (81 revisions)
  136. f11Stat841proposal‏‎ (82 revisions)
  137. Fix your classifier: the marginal value of training the last weight layer‏‎ (82 revisions)
  138. stat441w18/summary 1‏‎ (83 revisions)
  139. XGBoost‏‎ (83 revisions)
  140. Convolutional Sequence to Sequence Learning‏‎ (83 revisions)
  141. Neural Speed Reading via Skim-RNN‏‎ (84 revisions)
  142. Unsupervised Learning of Optical Flow via Brightness Constancy and Motion Smoothness‏‎ (84 revisions)
  143. STAT946F17/ Improved Variational Inference with Inverse Autoregressive Flow‏‎ (85 revisions)
  144. Generating Image Descriptions‏‎ (86 revisions)
  145. F21-STAT 940-Proposal‏‎ (86 revisions)
  146. Wasserstein Auto-encoders‏‎ (86 revisions)
  147. A Brief Survey of Text Mining: Classification, Clustering and Extraction Techniques‏‎ (88 revisions)
  148. convex and Semi Nonnegative Matrix Factorization‏‎ (88 revisions)
  149. graph Laplacian Regularization for Larg-Scale Semidefinite Programming‏‎ (88 revisions)
  150. supervised Dictionary Learning‏‎ (88 revisions)
  151. Attend and Predict: Understanding Gene Regulation by Selective Attention on Chromatin‏‎ (88 revisions)
  152. Towards Deep Learning Models Resistant to Adversarial Attacks‏‎ (89 revisions)
  153. Evaluating Machine Accuracy on ImageNet‏‎ (90 revisions)
  154. stat441w18/Image Question Answering using CNN with Dynamic Parameter Prediction‏‎ (90 revisions)
  155. sign up for your presentation‏‎ (91 revisions)
  156. LightRNN: Memory and Computation-Efficient Recurrent Neural Networks‏‎ (92 revisions)
  157. Pre-Training Tasks For Embedding-Based Large-Scale Retrieval‏‎ (92 revisions)
  158. a neural representation of sketch drawings‏‎ (92 revisions)
  159. F18-STAT841-Proposal‏‎ (92 revisions)
  160. Semantic Relation Classification——via Convolution Neural Network‏‎ (92 revisions)
  161. IPBoost‏‎ (93 revisions)
  162. stat946w18/Predicting Floor-Level for 911 Calls with Neural Networks and Smartphone Sensor Data‏‎ (93 revisions)
  163. ShakeDrop Regularization‏‎ (93 revisions)
  164. Searching For Efficient Multi Scale Architectures For Dense Image Prediction‏‎ (95 revisions)
  165. main Page‏‎ (96 revisions)
  166. When Does Self-Supervision Improve Few-Shot Learning?‏‎ (96 revisions)
  167. DETECTING STATISTICAL INTERACTIONS FROM NEURAL NETWORK WEIGHTS‏‎ (96 revisions)
  168. question Answering with Subgraph Embeddings‏‎ (97 revisions)
  169. a New Approach to Collaborative Filtering: Operator Estimation with Spectral Regularization‏‎ (99 revisions)
  170. learning Fast Approximations of Sparse Coding‏‎ (99 revisions)
  171. When can Multi-Site Datasets be Pooled for Regression? Hypothesis Tests, l2-consistency and Neuroscience Applications: Summary‏‎ (99 revisions)
  172. conditional neural process‏‎ (101 revisions)
  173. a Dynamic Bayesian Network Click Model for Web Search Ranking‏‎ (101 revisions)
  174. Robot Learning in Homes: Improving Generalization and Reducing Dataset Bias‏‎ (101 revisions)
  175. MULTI-VIEW DATA GENERATION WITHOUT VIEW SUPERVISION‏‎ (102 revisions)
  176. proposal Fall 2010‏‎ (103 revisions)
  177. One pixel attack for fooling deep neural networks‏‎ (103 revisions)
  178. Summary for survey of neural networked-based cancer prediction models from microarray data‏‎ (103 revisions)
  179. what game are we playing‏‎ (103 revisions)
  180. summary‏‎ (104 revisions)
  181. Neural ODEs‏‎ (104 revisions)
  182. regression on Manifold using Kernel Dimension Reduction‏‎ (104 revisions)
  183. stat441w18/Convolutional Neural Networks for Sentence Classification‏‎ (104 revisions)
  184. a Rank Minimization Heuristic with Application to Minimum Order System Approximation‏‎ (104 revisions)
  185. Deep Residual Learning for Image Recognition‏‎ (105 revisions)
  186. probabilistic Matrix Factorization‏‎ (106 revisions)
  187. "Why Should I Trust You?": Explaining the Predictions of Any Classifier‏‎ (107 revisions)
  188. stat946w18/Spectral normalization for generative adversial network‏‎ (108 revisions)
  189. compressive Sensing‏‎ (109 revisions)
  190. visualizing Similarity Data with a Mixture of Maps‏‎ (110 revisions)
  191. Unsupervised Neural Machine Translation‏‎ (110 revisions)
  192. a Deeper Look into Importance Sampling‏‎ (111 revisions)
  193. Visual Reinforcement Learning with Imagined Goals‏‎ (112 revisions)
  194. self-Taught Learning‏‎ (112 revisions)
  195. f11Stat841EditorSignUp‏‎ (113 revisions)
  196. Fairness Without Demographics in Repeated Loss Minimization‏‎ (114 revisions)
  197. Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks‏‎ (115 revisions)
  198. stat441F18‏‎ (115 revisions)
  199. Deep Learning for Cardiologist-level Myocardial Infarction Detection in Electrocardiograms‏‎ (115 revisions)
  200. Obfuscated Gradients Give a False Sense of Security Circumventing Defenses to Adversarial Examples‏‎ (116 revisions)
  201. stat946s13‏‎ (116 revisions)
  202. Adacompress: Adaptive compression for online computer vision services‏‎ (120 revisions)
  203. Research Papers Classification System‏‎ (121 revisions)
  204. Learning Combinatorial Optimzation‏‎ (121 revisions)
  205. Physics-informed neural networks: A deep learning framework for solving forward and inverse problems involving nonlinear partial differential equations‏‎ (122 revisions)
  206. STAT946F17/ Teaching Machines to Describe Images via Natural Language Feedback‏‎ (122 revisions)
  207. hamming Distance Metric Learning‏‎ (123 revisions)
  208. probabilistic PCA with GPLVM‏‎ (123 revisions)
  209. Dynamic Routing Between Capsules STAT946‏‎ (125 revisions)
  210. consistency of Trace Norm Minimization‏‎ (126 revisions)
  211. stat441w18‏‎ (126 revisions)
  212. Dialog-based Language Learning‏‎ (128 revisions)
  213. Efficient kNN Classification with Different Numbers of Nearest Neighbors‏‎ (128 revisions)
  214. stat441F18/TCNLM‏‎ (130 revisions)
  215. Incremental Boosting Convolutional Neural Network for Facial Action Unit Recognition‏‎ (131 revisions)
  216. Surround Vehicle Motion Prediction‏‎ (132 revisions)
  217. Superhuman AI for Multiplayer Poker‏‎ (133 revisions)
  218. Self-Supervised Learning of Pretext-Invariant Representations‏‎ (133 revisions)
  219. CapsuleNets‏‎ (134 revisions)
  220. Task Understanding from Confusing Multi-task Data‏‎ (138 revisions)
  221. Describtion of Text Mining‏‎ (140 revisions)
  222. Synthesizing Programs for Images usingReinforced Adversarial Learning‏‎ (141 revisions)
  223. Influenza Forecasting Framework based on Gaussian Processes‏‎ (141 revisions)
  224. STAT946F17/ Dance Dance Convolution‏‎ (141 revisions)
  225. Adversarial Attacks on Copyright Detection Systems‏‎ (141 revisions)
  226. kernelized Sorting‏‎ (143 revisions)
  227. Countering Adversarial Images Using Input Transformations‏‎ (143 revisions)
  228. Patch Based Convolutional Neural Network for Whole Slide Tissue Image Classification‏‎ (143 revisions)
  229. Music Recommender System Based using CRNN‏‎ (145 revisions)
  230. CRITICAL ANALYSIS OF SELF-SUPERVISION‏‎ (145 revisions)
  231. Continuous Adaptation via Meta-Learning in Nonstationary and Competitive Environments‏‎ (145 revisions)
  232. DON'T DECAY THE LEARNING RATE , INCREASE THE BATCH SIZE‏‎ (150 revisions)
  233. learn what not to learn‏‎ (152 revisions)
  234. stat946w18/Tensorized LSTMs‏‎ (152 revisions)
  235. multi-Task Feature Learning‏‎ (153 revisions)
  236. Bayesian Network as a Decision Tool for Predicting ALS Disease‏‎ (154 revisions)
  237. F21-STAT 441/841 CM 763-Proposal‏‎ (154 revisions)
  238. Learning to Navigate in Cities Without a Map‏‎ (155 revisions)
  239. a Direct Formulation For Sparse PCA Using Semidefinite Programming‏‎ (156 revisions)
  240. Loss Function Search for Face Recognition‏‎ (158 revisions)
  241. Hierarchical Question-Image Co-Attention for Visual Question Answering‏‎ (158 revisions)
  242. STAT946F17/ Coupled GAN‏‎ (159 revisions)
  243. stat946w18‏‎ (161 revisions)
  244. Modular Multitask Reinforcement Learning with Policy Sketches‏‎ (161 revisions)
  245. From Variational to Deterministic Autoencoders‏‎ (163 revisions)
  246. STAT946F17/Decoding with Value Networks for Neural Machine Translation‏‎ (165 revisions)
  247. Predicting Floor Level For 911 Calls with Neural Network and Smartphone Sensor Data‏‎ (165 revisions)
  248. Speech2Face: Learning the Face Behind a Voice‏‎ (169 revisions)
  249. measuring Statistical Dependence with Hilbert-Schmidt Norm‏‎ (170 revisions)
  250. Graph Structure of Neural Networks‏‎ (172 revisions)
  251. optimal Solutions forSparse Principal Component Analysis‏‎ (177 revisions)
  252. stat946w18/Unsupervised Machine Translation Using Monolingual Corpora Only‏‎ (178 revisions)
  253. f15Stat946PaperSignUp‏‎ (181 revisions)
  254. Word translation without parallel data‏‎ (183 revisions)
  255. Learning the Number of Neurons in Deep Networks‏‎ (191 revisions)
  256. f17Stat946PaperSignUp‏‎ (191 revisions)
  257. Conditional Image Synthesis with Auxiliary Classifier GANs‏‎ (192 revisions)
  258. Bag of Tricks for Efficient Text Classification‏‎ (195 revisions)
  259. uncovering Shared Structures in Multiclass Classification‏‎ (204 revisions)
  260. deflation Methods for Sparse PCA‏‎ (204 revisions)
  261. stat946w18/IMPROVING GANS USING OPTIMAL TRANSPORT‏‎ (204 revisions)
  262. Gradient Episodic Memory for Continual Learning‏‎ (218 revisions)
  263. Zero-Shot Visual Imitation‏‎ (224 revisions)
  264. Understanding the Effective Receptive Field in Deep Convolutional Neural Networks‏‎ (224 revisions)
  265. Improving neural networks by preventing co-adaption of feature detectors‏‎ (236 revisions)
  266. meProp: Sparsified Back Propagation for Accelerated Deep Learning with Reduced Overfitting‏‎ (237 revisions)
  267. discLDA: Discriminative Learning for Dimensionality Reduction and Classification‏‎ (252 revisions)
  268. stat940F21‏‎ (259 revisions)
  269. stat946F18‏‎ (293 revisions)
  270. stat441F21‏‎ (335 revisions)
  271. Wasserstein Auto-Encoders‏‎ (447 revisions)
  272. stat946f11‏‎ (490 revisions)
  273. stat946f10‏‎ (733 revisions)
  274. stat341f11‏‎ (851 revisions)
  275. stat341 / CM 361‏‎ (1,122 revisions)
  276. stat841f11‏‎ (1,491 revisions)
  277. stat841‏‎ (1,729 revisions)
  278. stat841f14‏‎ (1,887 revisions)
  279. stat841f10‏‎ (2,470 revisions)
  280. stat340s13‏‎ (5,190 revisions)

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