36 results on '"Ankit Gupta"'
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2. How to Build the Virtual Cell with Artificial Intelligence: Priorities and Opportunities.
3. Exploring the limits of decoder-only models trained on public speech recognition corpora.
4. Never Train from Scratch: Fair Comparison of Long-Sequence Models Requires Data-Driven Priors.
5. Data-Driven Computation of Robust Invariant Sets and Gain-Scheduled Controllers for Linear Parameter-Varying Systems.
6. Direct Data-Driven Computation of Polytopic Robust Control Invariant Sets and State-Feedback Controllers.
7. Experimental Validation of Safe MPC for Autonomous Driving in Uncertain Environments.
8. Efficient High-Resolution Template Matching with Vector Quantized Nearest Neighbour Fields.
9. Diagonal State Space Augmented Transformers for Speech Recognition.
10. Towards Better Guided Attention and Human Knowledge Insertion in Deep Convolutional Neural Networks.
11. A Novel Frame Structure for Cloud-Based Audio-Visual Speech Enhancement in Multimodal Hearing-aids.
12. Machine Learning-based Urban Canyon Path Loss Prediction using 28 GHz Manhattan Measurements.
13. Long Range Language Modeling via Gated State Spaces.
14. SCROLLS: Standardized CompaRison Over Long Language Sequences.
15. Diagonal State Spaces are as Effective as Structured State Spaces.
16. On the Parameterization and Initialization of Diagonal State Space Models.
17. Adaptive Traffic Signal Control for Developing Countries Using Fused Parameters Derived from Crowd-Source Data.
18. Simplifying and Understanding State Space Models with Diagonal Linear RNNs.
19. Analyzing Transformers in Embedding Space.
20. Value-aware Approximate Attention.
21. Memory-efficient Transformers via Top-k Attention.
22. DART: Open-Domain Structured Data Record to Text Generation.
23. Computation of Parameter Dependent Robust Invariant Sets for LPV Models with Guaranteed Performance.
24. Break It Down: A Question Understanding Benchmark.
25. GMAT: Global Memory Augmentation for Transformers.
26. Injecting Numerical Reasoning Skills into Language Models.
27. CAMLPAD: Cybersecurity Autonomous Machine Learning Platform for Anomaly Detection.
28. User-Interactive Machine Learning Model for Identifying Structural Relationships of Code Features.
29. StrokeSave: A Novel, High-Performance Mobile Application for Stroke Diagnosis using Deep Learning and Computer Vision.
30. AquaSight: Automatic Water Impurity Detection Utilizing Convolutional Neural Networks.
31. Variance reduction for antithetic integral control of stochastic reaction networks.
32. A Comparative Analysis of Tensor Decomposition Models Using Hyper Spectral Image.
33. Generic low-copy integral feedback for robust in-vivo adaptation.
34. Critical Regression Analysis of Real Time Industrial Web Data Set Using Data Mining Tool.
35. A scalable computational framework for establishing long-term behavior of stochastic reaction networks
36. A Decentralized Approach for Service Discovery & Availability in P-Grids
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