CORR 2016 - PDF Preprint Papers

CORR 2016 Workshop on Service Oriented Computing

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CORR
2016
Springer

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Generating Images with Perceptual Similarity Metrics based on Deep Networks

8 years 8 months ago

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Image-generating machine learning models are typically trained with loss functions based on distance in the image space. This often leads to over-smoothed results. We propose a cl...

Alexey Dosovitskiy, Thomas Brox

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Id	Views	Title	Status

1	150	Generating Images with Perceptual Similarity Metrics based on Deep Networks	claim
2	122	Exploiting Low-dimensional Structures to Enhance DNN Based Acoustic Modeling in Speech Recognition	claim
3	118	ReconNet: Non-Iterative Reconstruction of Images from Compressively Sensed Random Measurements	claim
4	112	Channel Covariance Estimation in Massive MIMO Frequency Division Duplex Systems	claim
5	107	Deep Learning of Part-based Representation of Data Using Sparse Autoencoders with Nonnegativity Constraints	claim
6	106	COCO-Text: Dataset and Benchmark for Text Detection and Recognition in Natural Images	claim
7	101	Recommendations as Treatments: Debiasing Learning and Evaluation	claim
8	97	Social Networks Under Stress	claim
9	94	Fast Nonsmooth Regularized Risk Minimization with Continuation	claim
10	93	High Frequency Remote Monitoring of Parkinson's Disease via Smartphone: Platform Overview and Medication Response Detection	claim
11	92	Sub-Sampled Newton Methods II: Local Convergence Rates	claim
12	92	Adaptive Image Denoising by Mixture Adaptation	claim
13	92	An O(m log n) Algorithm for Stuttering Equivalence and Branching Bisimulation	claim
14	91	A Geometric Analysis of Phase Retrieval	claim
15	89	Experimental Evaluation of Large Scale WiFi Multicast Rate Control	claim
16	88	k-Nearest Neighbors on Road Networks: A Journey in Experimentation and In-Memory Implementation	claim
17	84	Your Activities of Daily Living (YADL): An Image-based Survey Technique for Patients with Arthritis	claim
18	83	Robust Localization and Tracking of Simultaneous Moving Sound Sources Using Beamforming and Particle Filtering	claim
19	81	Achieving Large Multiplexing Gain in Distributed Antenna Systems via Cooperation with pCell Technology	claim
20	81	Auxiliary Deep Generative Models	claim
21	80	Supervised Texture Segmentation: A Comparative Study	claim
22	80	Additive Approximations in High Dimensional Nonparametric Regression via the SALSA	claim
23	80	Reduction Rules for Colored Workflow Nets	claim
24	78	Fog Computing: Principles, Architectures, and Applications	claim
25	78	Object Learning and Convex Cardinal Shape Composition	claim
26	77	Bounds on the Lambert function and their application to the outage analysis of user cooperation	claim
27	77	Toward Game Level Generation from Gameplay Videos	claim
28	77	Wireless Energy Harvesting in a Cognitive Relay Network	claim
29	77	On Media-based Modulation using RF Mirrors	claim
30	76	Functional Gradient Motion Planning in Reproducing Kernel Hilbert Spaces	claim
31	76	Supporting Multi-hop Device-to-Device Networks Through WiFi Direct Multi-group Networking	claim
32	76	Barbara Made the News: Mining the Behavior of Crowds for Time-Aware Learning to Rank	claim
33	76	How to learn a graph from smooth signals	claim
34	76	Asymmetric Peer Influence in Smartphone Adoption in a Large Mobile Network	claim
35	75	Compressing combinatorial objects	claim
36	75	Flip Distance to a Non-crossing Perfect Matching	claim
37	75	Compressive PCA on Graphs	claim
38	74	Time Window Temporal Logic	claim
39	74	Inverse Inequality Estimates with Symbolic Computation	claim
40	74	YOURPRIVACYPROTECTOR, A recommender system for privacy settings in social networks	claim
41	74	Random Distances Associated with Arbitrary Polygons: An Algorithmic Approach between Two Random Points	claim
42	73	On the Diagnostic of Road Pathway Visibility	claim
43	73	Discovering Picturesque Highlights from Egocentric Vacation Videos	claim
44	73	Localization of Simultaneous Moving Sound Sources for Mobile Robot Using a Frequency-Domain Steered Beamformer Approach	claim
45	73	Termination of LCTRSs	claim
46	73	On Sparsity by NUV-EM, Gaussian Message Passing, and Kalman Smoothing	claim
47	73	Shape Distributions of Nonlinear Dynamical Systems for Video-based Inference	claim
48	73	WeBrowse: Mining HTTP logs online for network-based content recommendation	claim
49	73	Long-term Planning by Short-term Prediction	claim
50	73	Descartes' Rule of Signs for Polynomial Systems supported on Circuits	claim
51	72	Facial age estimation using BSIF and LBP	claim
52	72	Object-oriented Packet Caching for ICN	claim
53	72	Practical Riemannian Neural Networks	claim
54	72	Multi-Processor Approximate Message Passing Using Lossy Compression	claim
55	72	Market-based Microgrid Optimal Scheduling	claim
56	72	Listen-and-Talk: Protocol Design and Analysis for Full-duplex Cognitive Radio Networks	claim
57	72	Latent Skill Embedding for Personalized Lesson Sequence Recommendation	claim
58	72	Online and Global Network Optimization: Towards the Next-Generation of Routing Platforms	claim
59	72	Gender Identification using MFCC for Telephone Applications - A Comparative Study	claim
60	72	Submodular Optimization under Noise	claim
61	71	SHAPE: Linear-Time Camera Pose Estimation With Quadratic Error-Decay	claim
62	71	Variational formulas for the power of the binary hypothesis testing problem with applications	claim
63	71	Local community detection by seed expansion: from conductance to weighted kernel 1-mean optimization	claim
64	71	A New Approach for Testing Properties of Discrete Distributions	claim
65	71	Low-rank Matrix Factorization under General Mixture Noise Distributions	claim
66	71	Temporal Multinomial Mixture for Instance-Oriented Evolutionary Clustering	claim
67	70	Distant IE by Bootstrapping Using Lists and Document Structure	claim
68	70	Do Cascades Recur?	claim
69	70	Perceptually-Motivated Nonlinear Channel Decorrelation For Stereo Acoustic Echo Cancellation	claim
70	70	Capacity Limits of Diffusion-Based Molecular Timing Channels	claim
71	70	Improving Performance of IEEE 802.11 by a Dynamic Control Backoff Algorithm Under Unsaturated Traffic Loads	claim
72	70	Visibility Graphs, Dismantlability, and the Cops and Robbers Game	claim
73	70	Distance-Sensitive Planar Point Location	claim
74	69	Fast and Robust Hand Tracking Using Detection-Guided Optimization	claim
75	69	An Iterative Deep Learning Framework for Unsupervised Discovery of Speech Features and Linguistic Units with Applications on Spoken Term Detection	claim
76	69	ERBlox: Combining Matching Dependencies with Machine Learning for Entity Resolution	claim
77	69	Moving Target Defense for Web Applications using Bayesian Stackelberg Games	claim
78	68	Learning Data Triage: Linear Decoding Works for Compressive MRI	claim
79	68	Weakly-supervised Disentangling with Recurrent Transformations for 3D View Synthesis	claim
80	68	EEG-informed attended speaker extraction from recorded speech mixtures with application in neuro-steered hearing prostheses	claim
81	68	The Parameterized Complexity of the Minimum Shared Edges Problem	claim
82	68	Regression Testing of Virtual Prototypes Using Symbolic Execution	claim
83	68	Detecting Temporally Consistent Objects in Videos through Object Class Label Propagation	claim
84	68	Optimal Supervised Learning in Spiking Neural Networks for Precise Temporal Encoding	claim
85	67	Efficient Call Path Detection for Android-OS Size of Huge Source Code	claim
86	67	On the security of the Algebraic Eraser tag authentication protocol	claim
87	67	Value Function Approximation for Direct Control of Switched Power Converters	claim
88	67	Low rank tensor recovery via iterative hard thresholding	claim
89	67	Emerging Dimension Weights in a Conceptual Spaces Model of Concept Combination	claim
90	67	Dot-Product Join: An Array-Relation Join Operator for Big Model Analytics	claim
91	66	Semantics for probabilistic programming: higher-order functions, continuous distributions, and soft constraints	claim
92	66	Compliance-Aware Bandits	claim
93	66	Robustness Analysis for an Online Decentralized Descent Power allocation algorithm	claim
94	66	Tensor and Its Tucker Core: the Invariance Relationships	claim
95	66	Development and Experimentation of a Software Tool for Identifying High Risk Spreadsheets for Auditing	claim
96	66	Scalable Ontological Query Processing over Semantically Integrated Life Science Datasets using MapReduce	claim
97	66	Automatic Face Reenactment	claim
98	66	Speex: A Free Codec For Free Speech	claim
99	65	The Spacey Random Walk: a Stochastic Process for Higher-order Data	claim
100	65	Research infrastructures in the LHC era: a scientometric approach	claim
101	65	Differential Privacy of Populations in Routing Games	claim
102	65	Investigating practical, linear temporal difference learning	claim
103	65	Parametric Prediction from Parametric Agents	claim
104	65	Power-Distortion Metrics for Path Planning over Gaussian Sensor Networks	claim
105	65	An Enhanced Edge Adaptive Steganography Approach Using Threshold Value for Region Selection	claim
106	64	Stability and instability of a random multiple access model with adaptive energy harvesting	claim
107	64	Guarded Dependent Type Theory with Coinductive Types	claim
108	64	Distinct 3D Glyphs with Data Layering for Highly Dense Multivariate Data Plots	claim
109	64	Design of a Low-Power 1.65 Gbps Data Channel for HDMI Transmitter	claim
110	63	Wavelet Scattering on the Pitch Spiral	claim
111	63	Winning Arguments: Interaction Dynamics and Persuasion Strategies in Good-faith Online Discussions	claim
112	63	Holonomic Tools for Basic Hypergeometric Functions	claim
113	63	A Versatile Scene Model with Differentiable Visibility Applied to Generative Pose Estimation	claim
114	63	A Large Dataset of Object Scans	claim
115	63	Programmable Packet Scheduling	claim
116	63	A Modular Algorithm for Computing Polynomial GCDs over Number Fields presented with Multiple Extensions	claim
117	63	Improved graph-based SFA: Information preservation complements the slowness principle	claim
118	62	A Closed-Form Solution to Tensor Voting: Theory and Applications	claim
119	62	Numerically validating the completeness of the real solution set of a system of polynomial equations	claim
120	62	Publication boost in Web of Science journals and its effect on citation distributions	claim
121	62	Sub-Sampled Newton Methods I: Globally Convergent Algorithms	claim
122	62	Dynamic communicability and epidemic spread: a case study on an empirical dynamic contact network	claim
123	62	Experimental Evaluation of Multihop Cellular Networks using Mobile Relays	claim
124	62	Visual Genome: Connecting Language and Vision Using Crowdsourced Dense Image Annotations	claim
125	61	Identifying and characterizing Sybils in the Tor network	claim
126	61	A Theory of Local Matching: SIFT and Beyond	claim
127	61	A statistical shape space model of the palate surface trained on 3D MRI scans of the vocal tract	claim
128	61	Robust Recognition of Simultaneous Speech By a Mobile Robot	claim
129	61	Towards reducing the multidimensionality of OLAP cubes using the Evolutionary Algorithms and Factor Analysis Methods	claim
130	61	Multifaceted Feature Visualization: Uncovering the Different Types of Features Learned By Each Neuron in Deep Neural Networks	claim
131	61	EMFS: Repurposing SMTP and IMAP for Data Storage and Synchronization	claim
132	61	Minimax Subsampling for Estimation and Prediction in Low-Dimensional Linear Regression	claim
133	61	Skill Evaluation for Newly Graduated Students Via Online Test	claim
134	61	A Remark on Channels with Transceiver Distortion	claim
135	61	Trans-gram, Fast Cross-lingual Word-embeddings	claim
136	61	Response to "Comment on 'Zero and negative energy dissipation at information-theoretic erasure'"	claim
137	60	Optimizing the robustness of electrical power systems against cascading failures	claim
138	60	TDOA Matrices: Algebraic Properties and their Application to Robust Denoising with Missing Data	claim
139	60	Toward Organic Computing Approach for Cybernetic Responsive Environment	claim
140	60	Defeating the Ben-Zvi, Blackburn, and Tsaban Attack on the Algebraic Eraser	claim
141	60	PKI Safety Net (PKISN): Addressing the Too-Big-to-Be-Revoked Problem of the TLS Ecosystem	claim
142	60	High-Quality, Low-Delay Music Coding in the Opus Codec	claim
143	60	A Performance Comparison of Sort and Scan Libraries for GPUs	claim
144	60	Auto-Tuning Dedispersion for Many-Core Accelerators	claim
145	59	Website-Targeted False Content Injection by Network Operators	claim
146	59	Proof equivalence in MLL is PSPACE-complete	claim
147	59	The Case for Data Plane Timestamping in SDN	claim
148	59	A Routing Mechanism Based on Social Networks and Betweenness Centrality in Delay-Tolerant Networks	claim
149	59	State-Of-The-Art In Empirical Validation Of Software Metrics For Fault Proneness Prediction: Systematic Review	claim
150	59	Adaptive type-2 fuzzy second order sliding mode control for nonlinear uncertain chaotic system	claim
151	59	Achieving Delay Rate-function Optimality in OFDM Downlink with Time-correlated Channels	claim
152	59	Sentiment Visualisation Widgets for Exploratory Search	claim
153	59	Group Invariant Deep Representations for Image Instance Retrieval	claim
154	59	Level-set methods for convex optimization	claim
155	59	Distributed Information-Theoretic Biclustering	claim
156	58	Grafalgo - A Library of Graph Algorithms and Supporting Data Structures (revised)	claim
157	58	Time-Space Trade-offs in Population Protocols	claim
158	58	Local High-order Regularization on Data Manifolds	claim
159	58	On Cartesian line sampling with anisotropic total variation regularization	claim
160	57	Partial Recovery Bounds for the Sparse Stochastic Block Model	claim
161	57	Algorithms on Ideal over Complex Multiplication order	claim
162	57	Duality between erasures and defects	claim
163	57	Local and Global Convergence of a General Inertial Proximal Splitting Scheme	claim
164	57	Reduction-Based Creative Telescoping for Algebraic Functions	claim
165	56	Joint Object-Material Category Segmentation from Audio-Visual Cues	claim
166	56	Type-checking Liveness for Collaborative Processes with Bounded and Unbounded Recursion	claim
167	56	Partitioning a triangle-free planar graph into a forest and a forest of bounded degree	claim
168	56	Bitwise Neural Networks	claim
169	56	Selecting Near-Optimal Learners via Incremental Data Allocation	claim
170	56	Approximating the $k$-Level in Three-Dimensional Plane Arrangements	claim
171	55	Winning Cores in Parity Games	claim
172	55	Tool support for reasoning in display calculi	claim
173	55	It's just a matter of perspective(s): Crowd-Powered Consensus Organization of Corpora	claim
174	54	Cognitive Architecture for Mutual Modelling	claim
175	54	Phase distance mapping: a phase-based cache tuning methodology for embedded systems	claim
176	54	On the scaling of functional spaces, from smart cities to cloud computing	claim
177	54	A remark on incoherent feedforward circuits as change detectors and feedback controllers	claim
178	53	Complexity of regular abstractions of one-counter languages	claim
179	53	Improved bounds and algorithms for graph cuts and network reliability	claim
180	53	Optimal Bounds for the No-Show Paradox via SAT Solving	claim
181	49	Black-box optimization with a politician	claim
182	49	Bandit Structured Prediction for Learning from Partial Feedback in Statistical Machine Translation	claim
183	48	Automated Word Prediction in Bangla Language Using Stochastic Language Models	claim
184	48	Checking Interval Properties of Computations	claim
185	47	A Class of Non-Linearly Solvable Networks	claim
186	46	Atelier: Repurposing Expert Crowdsourcing Tasks as Micro-internships	claim
187	44	Computing approximate PSD factorizations	claim
188	44	The DARPA Twitter Bot Challenge	claim
189	43	Congestion induced by the structure of multiplex networks	claim
190	42	Active Information Acquisition	claim
191	42	Demystifying Symmetric Smoothing Filters	claim
192	41	The BigDAWG Architecture	claim
193	40	Augur: Mining Human Behaviors from Fiction to Power Interactive Systems	claim

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