Data-driven planning via imitation learning von Choudhury, Sanjiban, Bhardwaj, Mohak, Arora, Sankalp, Kapoor, Ashish, Ranade, Gireeja, Scherer, Sebastian, Dey, Debadeepta

Volltext

AirSim: High-Fidelity Visual and Physical Simulation for Autonomous Vehicles von Shah, Shital, Dey, Debadeepta, Lovett, Chris, Kapoor, Ashish

Volltext

Classification of plant structures from uncalibrated image sequences von Dey, D., Mummert, L., Sukthankar, R.

Volltext

Learning monocular reactive UAV control in cluttered natural environments von Ross, Stephane, Melik-Barkhudarov, Narek, Shankar, Kumar Shaurya, Wendel, Andreas, Dey, Debadeepta, Bagnell, J. Andrew, Hebert, Martial

Volltext

Blind Spot Detection for Safe Sim-to-Real Transfer von Ramakrishnan, Ramya, Kamar, Ece, Dey, Debadeepta, Horvitz, Eric, Shah, Julie

Volltext

A cascaded method to detect aircraft in video imagery von Dey, Debadeepta, Geyer, Christopher, Singh, Sanjiv, Digioia, Matthew

Volltext

Spoken language interaction with robots: Recommendations for future research von Marge, Matthew, Espy-Wilson, Carol, Ward, Nigel G., Alwan, Abeer, Artzi, Yoav, Bansal, Mohit, Blankenship, Gil, Chai, Joyce, Daumé, Hal, Dey, Debadeepta, Harper, Mary, Howard, Thomas, Kennington, Casey, Kruijff-Korbayová, Ivana, Manocha, Dinesh, Matuszek, Cynthia, Mead, Ross, Mooney, Raymond, Moore, Roger K., Ostendorf, Mari, Pon-Barry, Heather, Rudnicky, Alexander I., Scheutz, Matthias, Amant, Robert St, Sun, Tong, Tellex, Stefanie, Traum, David, Yu, Zhou

Volltext

Learn-to-Score: Efficient 3D Scene Exploration by Predicting View Utility von Hepp, Benjamin, Dey, Debadeepta, Sinha, Sudipta N., Kapoor, Ashish, Joshi, Neel, Hilliges, Otmar

Volltext

FEAR: A Simple Lightweight Method to Rank Architectures von Dey, Debadeepta, Shah, Shital, Bubeck, Sebastien

Volltext bestellen

What Makes Convolutional Models Great on Long Sequence Modeling? von Li, Yuhong, Cai, Tianle, Zhang, Yi, Chen, Deming, Dey, Debadeepta

Volltext bestellen

MACHINE LEARNING MODEL MANAGEMENT AND SOFTWARE DEVELOPMENT INTEGRATION von EVANS, Patrick W. J, DEY, Debadeepta

Volltext bestellen

MACHINE LEARNING MODEL MANAGEMENT AND SOFTWARE DEVELOPMENT INTEGRATION von EVANS, Patrick W. J, DEY, Debadeepta

Volltext bestellen

Neural Architecture Search: Insights from 1000 Papers von White, Colin, Safari, Mahmoud, Sukthanker, Rhea, Ru, Binxin, Elsken, Thomas, Zela, Arber, Dey, Debadeepta, Hutter, Frank

Volltext bestellen

HARDWARE-AWARE GENERATION OF MACHINE LEARNING MODELS von DEKEL, Ofer, KIRSHENBOIM, Gilad, DEY, Debadeepta, RAVGAD, Segev, SHAH, Shital

Volltext bestellen

HARDWARE-AWARE GENERATION OF MACHINE LEARNING MODELS von DEKEL, Ofer, KIRSHENBOIM, Gilad, DEY, Debadeepta, RAVGAD, Segev, SHAH, Shital

Volltext bestellen

One Network Doesn't Rule Them All: Moving Beyond Handcrafted Architectures in Self-Supervised Learning von Girish, Sharath, Dey, Debadeepta, Joshi, Neel, Vineet, Vibhav, Shah, Shital, Mendes, Caio Cesar Teodoro, Shrivastava, Abhinav, Song, Yale

Volltext bestellen

Predicting Sets and Lists: Theory and Practice von Dey, Debadeepta

Volltext bestellen

AutoDistil: Few-shot Task-agnostic Neural Architecture Search for Distilling Large Language Models von Xu, Dongkuan, Mukherjee, Subhabrata, Liu, Xiaodong, Dey, Debadeepta, Wang, Wenhui, Zhang, Xiang, Awadallah, Ahmed Hassan, Gao, Jianfeng

Volltext bestellen

Small Character Models Match Large Word Models for Autocomplete Under Memory Constraints von Jawahar, Ganesh, Mukherjee, Subhabrata, Dey, Debadeepta, Abdul-Mageed, Muhammad, Lakshmanan, Laks V. S, Mendes, Caio Cesar Teodoro, de Rosa, Gustavo Henrique, Shah, Shital

Volltext bestellen

FEAR: A Simple Lightweight Method to Rank Architectures von Dey, Debadeepta, Shah, Shital, Bubeck, Sebastien

Volltext