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BITS-F464: Machine Learning (Jan-Apr 2018)


 Registered Students:

  • List of term paper titles offered in this semester is here. One title could be allocated to maximum two groups. (Jan 31, 2018)
  • Group formation is on students choice. Make a group of three students and fill this form to register your group.
  • Term paper deadlines: literature survey (18 Feb), Implementation (12 Mar), Innovation (Mar 22), Results (05 April), Final Report (13 April)
  • Schedule for presentation on innovation and results is here.
[Group-01] [19] Semantic Image Inpainting With Deep Generative Models
AMAN GUPTA (ID:2014B2A70201P)
MUNDRA AKSHAY PRADIP (ID:2014A8TS0367P)
MISHRA ANJUL ANJANIKUMAR (ID:2014B3A80660P)
[Group-02] [32] Attention is All You Need
GOVIND MITTAL (ID:2014B4A70530P)
PRANAV MISRA (ID:2014A7TS0096P)
ABHAY KOUSHIK (ID:2015A7PS0056P)
[Group-03] [3] Face Normals "In-The-Wild" Using Fully Convolutional Networks
SAI SHUBODH P (ID:2015A4PS0239P)
PANDILLAPALLI BHARGAV (ID:2015A7PS0070P)
SABYASACHI DASH (ID:2015A4PS0341P)
[Group-04] [31] Unsupervised Image-to-Image Translation Networks
ANKIT SULTANA (ID:2014A7TS0070P)
ABHISHEK JAIN (ID:2014B2A70363P)
[Group-05] [17] Residual Attention Network for Image Classification
LIKHIT TEJA VALAVALA (ID:2015A3PS0221P)
B MANISH REDDY (ID:2015A7PS0123P)
PEDDIREDDY SREEJA (ID:2015A7PS0080P)
[Group-06] [24] Deep Learning with Topological Signatures
Rupasmita Devi (2014A7PS0004P)
Megha Shishodia (2014B3A70605P)
HARSHID BHIMSEN WASEKAR (ID:2014A7PS0078P)
[Group-07] [31] Unsupervised Image-to-Image Translation Networks
SHUBHAM MAURYA (ID:2014B3A70282P)
DESHMUKH CHINMAY SANJAY (ID:2014B5A70770P)
JAYANT JAIN (ID:2014B5A70869P)
[Group-08] [7] SphereFace: Deep Hypersphere Embedding for Face Recognition
TALLAM KUMAR KAUSHIK (ID:2015A7PS0201P)
KASAM SRI HARSHA VIGNESH (ID:2015A8PS0153P)
JULURI ARAVIND (ID:2015A7PS0031P)
[Group-09] [05] Temporal Convolutional Networks for Action Segmentation and Detection
ASHISH AMAN (ID:2014B5A70774P)
MEDHA VIDYOTMA (ID:2014B1A40384P)
Arjun Kumar Choudhary (ID:2014B4A70719P)
[Group-10] [15] Emotion Recognition in Context
KOMAL SAI BARRI (ID:2014A7PS0118P)
BANDARU ISAAC ABHISHEK (ID:2014A7PS0116P)
TUNUGUNTLA SAI KRISHNA (ID:2014A7PS0084P)
[Group-11] [17] Residual Attention Network for Image Classification
ABHISHEK GUPTA (ID:2014B5A70817P)
ANUBHAV GARG (ID:2014B5A70833P)
SUBHAM SWASTIK DORA (ID:2014B2A70644P)
[Group-12] [26] Dilated Recurrent Neural Networks
VEMULA SRINIVAS CHOWDARY (ID:2014A3PS0191P)
BODDU YASHWANTH BHARGAV (ID:2014A3PS0197P)
PATNALA NAGA SAI BHANU TEJA (ID:2014A3PS0279P)
[Group-13] [19] Semantic Image Inpainting With Deep Generative Models
RISHABH GUPTA (ID:2014B4A40812P)
SUBHASH KUMAR SAMOTA (ID:2014A7TS0060P)
FAIZAN MUSHTAQ (ID:2014A7PS0005P)
[Group-15] [03] Contrastive Learning for Image Captioning
EDARA VEERABHADRA AJAY KUMAR (2014A2PS0589P)
[Group-16] [23] A Bayesian Data Augmentation Approach for Learning Deep Models
SAURABH AGGARWAL (ID:2015A7PS0126P)
ROHIT LODHA (ID:2015A7PS0040P)
NAVED NAGI (ID:2015A7PS0002P)
[Group-18] [07] SphereFace: Deep Hypersphere Embedding for Face Recognition
K N SHASHWAT NATARAJ (ID:2014A3PS0307P)
SUGAM GARG (ID:2014A7PS0092P)
DIVYANSH GUPTA (ID:2014A7PS0136P)
[Group-19] [26] Dilated Recurrent Neural Networks
VEDANT MISHRA (ID:2013B2A70455P)
AKSHITH REDDY SADDI (ID:2013B3A70673P)
[Group-20] [20] Deep Network Flow for Multi-Object Tracking
MANISH MISHRA (ID:2013B5A70767P)
[Group-21] [11] Forecasting Interactive Dynamics of Pedestrians With Fictitious Play
SWARUP N (ID:2016A7PS0080P)
AMLAN ROUTRAY (ID:2016A8PS0326P)
[Group-22] [32] Attention is All You Need
SHIVAM GUSAIN (ID:2015A8PS0293P)
GAURAV JAIN (ID:2015A1PS0786P)
SAMUJJAL BARMAN (ID:2014B1PS0170P)
[Group-23] [12] Predictive-Corrective Networks for Action Detection
RAJAS PANDEY (ID:2014B3A70582P)
ADARSH KUMAR SADHUKHA (ID:2014A3PS0250P)
[Group-24] [5] Temporal Convolutional Networks for Action Segmentation and Detection
RICHA PATEL (ID:2014B1A70213P)
DHRUVAL RANA (ID:2014B1A30222P)
NABARUN GOGOI (ID:2014B1A70485P)
[Group-25] [13] Person Re-Identification in the Wild
ASIM VIPULKUMAR SHAH (ID:2014B1A70732P)
AAYUSH AGARWAL (ID:2014A4PS0377P)
[Group-26] [30] Balancing information exposure in social network
ARPIT AGARWAL (ID:2015B1PS0541P)
PRERNA RAMESH BHATIA (ID:2014A7PS0061P)
ABHINAV (ID:2015B4A70602P)
[Group-27] [8] Knowing When to Look: Adaptive Attention via a Visual Sentinel for Image Captioning
UTKARSH BAJAJ (ID:2016A3PS0179P)
SHOURYA PRATAP SINGH (ID:2016A8PS0333P)
[Group-28] [30] Balancing information exposure in social networks
GAURAV MUNDRA (ID:2014A7PS0091P)
[Group-29] [15] Emotion Recognition in Context
Stuti Ghug (ID:2017PHXP0407P)
Arshveer Kaur (ID:2017PHXP0432P)
  • Un-Allocated Students
    • ALOK SINGH (ID:2015A2PS0776P), eMail:f2015776@pilani.bits-pilani.ac.in
    • ARADHYA MAKKAR (ID:2015B1A20734P), eMail:f2015734@pilani.bits-pilani.ac.in
  • List of titles (Taken: [03][03][05][5][07][07][08][11][12][13][15][15][17][17][19][19][20][23][24][26][26][30][30][31][31][32][32])
    1. Graph-Structured Representations for Visual Question Answering
    2. Local Binary Convolutional Neural Networks
    3. Face Normals "In-The-Wild" Using Fully Convolutional Networks
    4. Binary Coding for Partial Action Analysis With Limited Observation Ratios
    5. Temporal Convolutional Networks for Action Segmentation and Detection
    6. Template Matching With Deformable Diversity Similarity
    7. SphereFace: Deep Hypersphere Embedding for Face Recognition
    8. Knowing When to Look: Adaptive Attention via a Visual Sentinel for Image Captioning
    9. Beyond Triplet Loss: A Deep Quadruplet Network for Person Re-Identification
    10. Attention-Aware Face Hallucination via Deep Reinforcement Learning
    11. Forecasting Interactive Dynamics of Pedestrians With Fictitious Play
    12. Predictive-Corrective Networks for Action Detection
    13. Person Re-Identification in the Wild
    14. Dynamic Facial Analysis: From Bayesian Filtering to Recurrent Neural Network
    15. Emotion Recognition in Context
    16. Deep Learning of Human Visual Sensitivity in Image Quality Assessment Framework
    17. Residual Attention Network for Image Classification
    18. Look Closer to See Better: Recurrent Attention Convolutional Neural Network for Fine-Grained Image Recognition
    19. Semantic Image Inpainting With Deep Generative Models
    20. Deep Network Flow for Multi-Object Tracking
    21. Adaptive Class Preserving Representation for Image Classification
    22. Introspective Classification with Convolutional Nets
    23. A Bayesian Data Augmentation Approach for Learning Deep Models
    24. Deep Learning with Topological Signatures
    25. Kernel functions based on triplet comparisons
    26. Dilated Recurrent Neural Networks
    27. Robust Imitation of Diverse Behaviors
    28. Multimodal Learning and Reasoning for Visual Question Answering
    29. Contrastive Learning for Image Captioning
    30. Balancing information exposure in social networks
    31. Unsupervised Image-to-Image Translation Networks
    32. Attention is All you Need