MP2.L4.1
DIVERSIFYING DEEP ENSEMBLES: A SALIENCY MAP APPROACH FOR ENHANCED OOD DETECTION, CALIBRATION, AND ACCURACY
Stanislav Dereka, Tinkoff, Moscow Institute of Physics and Technology, Russian Federation; Ivan Karpukhin, Tinkoff, Russian Federation; Maksim Zhdanov, Tinkoff, National University of Science and Technology MISIS, Russian Federation; Sergey Kolesnikov, Tinkoff, Russian Federation
Session:
MP2.L4: Robust Machine Learning Methods for Image & Video Processing - II Lecture
Track:
Visual Artificial Intelligence
Location:
Lecture Room 4
Presentation Time:
Mon, 28 Oct, 16:30 - 16:48 Gulf Standard Time (UTC +4)
Session Chair:
Azeddine Beghdadi, Universite Sorbonne Paris Nord
Session MP2.L4
MP2.L4.1: DIVERSIFYING DEEP ENSEMBLES: A SALIENCY MAP APPROACH FOR ENHANCED OOD DETECTION, CALIBRATION, AND ACCURACY
Stanislav Dereka, Tinkoff, Moscow Institute of Physics and Technology, Russian Federation; Ivan Karpukhin, Tinkoff, Russian Federation; Maksim Zhdanov, Tinkoff, National University of Science and Technology MISIS, Russian Federation; Sergey Kolesnikov, Tinkoff, Russian Federation
MP2.L4.2: CROCOS-V1: ENHANCING MASK LEAKAGE AND BOUNDING BOX LOCALIZATION FOR REAL-TIME CROP/WEED INSTANCE SEGMENTATION
Jesus Franco-Robles, Institut XLIM/3iL Groupe, France; Jorge E. Aviles-Mejia, Ouiddad Labbani-Igbida, Institut XLIM, France
MP2.L4.3: FedAwa: Aggregation Weight Adjustment in Federated Domain Generalization
Yiming Chen, Nan He, Lifeng Sun, Tsinghua University, China
MP2.L4.4: MEMSVD: LONG-RANGE TEMPORAL STRUCTURE CAPTURING USING INCREMENTAL SVD
Ioanna Ntinou, Queen Mary University of London, United Kingdom of Great Britain and Northern Ireland; Enrique Sanchez, Samsung AI Center Cambridge, UK, United Kingdom of Great Britain and Northern Ireland; Georgios Tzimiropoulos, Queen Mary University of London, United Kingdom of Great Britain and Northern Ireland
MP2.L4.5: A SELF-SUPERVISED DIFFUSION FRAMEWORK FOR FACIAL EMOTION RECOGNITION
Saif Hassan, Sukkur IBA University, Pakistan; Mohib Ullah, Ali Shariq Imran, Norwegian University of Science and Technology (NTNU), Norway; Ghulam Mujtaba, Sukkur IBA University, Pakistan; Muhammad Mudassar Yamin, Ehtesham Hashmi, Norwegian University of Science and Technology, Norway; Faouzi Alaya Cheikh, Norwegian University of Science and Technology (NTNU), Norway; Azeddine Beghdadi, Université Sorbonne Paris Nord, France
Contacts