Anushka Sivakumar
4 papers · 2024–2025 · 3 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓
🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(19)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Deep Learning
(3)
Machine Learning
(3)
Artificial Intelligence
(2)
Computer Vision
(2)
Natural Language Processing
(2)
Core AI · Artificial Intelligence
(2)
Core AI · Computer Vision
(2)
Learning Types
(2)
Models
(2)
Analysis
(1)
Application Areas
(1)
Applications · Natural Language Processing
(1)
Applications · Computer Vision
(1)
Core Methods
(1)
Generation
(1)
Keywords
vision-language model
(2)
image generation
(1)
visual question answering
(1)
optimal transport
(1)
text generation
(1)
image captioning
(1)
cross-modal retrieval
(1)
hallucination mitigation
(1)
discrete diffusion
(1)
representation collapse
(1)
image-text retrieval
(1)
multimodal reasoning
(1)
discrete diffusion model
(1)
visual understanding
(1)
semantic diversity
(1)
text infilling
(1)
activation steering
(1)
fine-grained reasoning
(1)
non-autoregressive generation
(1)
generated image
(1)
Papers
Flexible-length Text Infilling for Discrete Diffusion Models
EMNLP 2025
Maximal Matching Matters: Preventing Representation Collapse for Robust Cross-Modal Retrieval
ACL 2025
SteerVLM: Robust Model Control through Lightweight Activation Steering for Vision Language Models
EMNLP 2025
JourneyBench: A Challenging One-Stop Vision-Language Understanding Benchmark of Generated Images
NeurIPS 2024