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Browsing Year-2026 by Issue Date

Now showing items 1-8 of 8

Towards human-centered data-driven emotion recognition

Singh, Pragya; Singh, Pushpendra (Advisor); Kumar, Mohan (Advisor) (IIIT-Delhi, 2026-01)

As artificial intelligence-enabled wearable devices become increasingly integrated into everyday life, they offer new opportunities to continuously monitor physiological signals and support emotional well-being outside ...
Towards green and inclusive speech processing: understanding and responsibly mitigating linguistic and accent biases

Sharma, V. Divya; Gupta, Anubha (Advisor) (IIIT-Delhi, 2026-04)

High-quality synthetic speech has transformative potential for accessibility, education, entertainment, and personalized human–computer interaction. However, it also poses serious risks: synthetic voices can be exploited ...
Exploring alias analysis based optimizations missed by the compiler

Chitre, Khushboo; Kedia, Piyus (Advisor); Rahul, Purandare (Advisor) (IIIT-Delhi, 2026-04)

Alias analysis is a technique to determine whether a pair of pointers points to overlapping memory locations. Alias information (especially non-overlapping of pointers) is critical for enabling key transformations such as ...
The shape of learning: topological and geometric perspectives on neural representations

Suresh, Suryaka; Abrol, Vinayak (Advisor) (IIIT-Delhi, 2026-06)

This thesis presents a unified framework for analysing the “expressivity” of Deep Neural Networks by combining factor analysis with topological data analysis (TDA). The central idea is to study the learning in Neural ...
Proximal interpolative fusion of heterogeneous representations for affective and secure voice intelligence

Phukan, Orchid Chetia; Buduru, Arun Balaji (Advisor); Sharma, Rajesh (Advisor) (IIIT-Delhi, 2026-06-14)

The rapid emergence of large-scale Pre-Trained Models (PTMs) trained on massive and diverse corpora has fundamentally reshaped the landscape of numerous AI domains, in- cluding natural language processing, computer vision ...
Analysis and optimization of streaming media QOE over QUIC enabled modern browsers over varied network bandwidth

Chaudhary, Sapna; Maity, Mukulika (Advisor); Chakraborty, Sandip (Advisor) (IIIT-Delhi, 2026-07)

Today, global Internet traffic is dominated by video streaming, prompting service providers to adopt emerging technologies that enhance users’ Quality of Experience (QoE) while sustaining operational efficiency. In this ...
Lightweight optimization strategies for modern video applications over wireless networks

Chaudhary, Shubham; Bhattacharya, Arani (Advisor) (IIIT-Delhi, 2026-07)

The various video applications running over wireless networks face a common set of challenges, such as inconsistent bandwidth, high network variability, and sudden latency spikes. Considering such constraints, this thesis ...
A data-centric lens for representation learning in graphs via semantic and structural enhancement

Goyal, Karan; Goyal, Vikram (Advisor); Mohania, Mukesh (Advisor) (IIIT-Delhi, 2026-07-17)

While progress in graph representation learning has often been model-centric: focusing on the design of more powerful architectures, this thesis presents a data-centric lens: a framework viewing the graph not as a static ...

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