Aykut Erdem
19 papers · 2015–2026 · 10 venues · across top CS/AI venues
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(5)
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Keyword Collector
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Venues
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Research topics
Artificial Intelligence
(10)
Computer Vision
(10)
Core AI
(10)
Machine Learning
(8)
Natural Language Processing
(8)
Deep Learning
(7)
Applications Β· Natural Language Processing
(7)
Processing
(6)
Generation
(5)
Learning Types Β· Machine Learning
(5)
Core Methods
(3)
Learning Types Β· Deep Learning
(3)
Computer Science
(2)
Analysis
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Applications Β· Computer Science
(2)
Keywords
image captioning
(3)
video understanding
(3)
multimodal learning
(3)
large language model
(3)
question answering
(2)
video generation
(2)
compositional generalization
(2)
zero-shot learning
(2)
hierarchical learning
(1)
machine translation
(1)
feature extraction
(1)
multilingual nlp
(1)
benchmark evaluation
(1)
cross-lingual representation
(1)
visual question answering
(1)
video prediction
(1)
causal reasoning
(1)
autonomous driving
(1)
object removal
(1)
curriculum learning
(1)
Papers
Cetvel: A Unified Benchmark for Evaluating Language Understanding, Generation and Cultural Capacity of LLMs for Turkish
EACL 2026
DeVisE: Towards the Behavioral Testing of Medical Large Language Models
EACL 2026
LAMP: Language-Assisted Motion Planning for Controllable Video Generation
CVPR 2026
GaussianVideo: Efficient Video Representation via Hierarchical Gaussian Splatting
ICCV 2025
CLIPAway: Harmonizing focused embeddings for removing objects via diffusion models
NeurIPS 2024
Sequential Compositional Generalization in Multimodal Models
NAACL 2024
ViLMA: A Zero-Shot Benchmark for Linguistic and Temporal Grounding in Video-Language Models
ICLR 2024
Harnessing Dataset Cartography for Improved Compositional Generalization in Transformers
EMNLP 2023
VidStyleODE: Disentangled Video Editing via StyleGAN and NeuralODEs
ICCV 2023
CRAFT: A Benchmark for Causal Reasoning About Forces and inTeractions
ACL 2022
Detecting Euphemisms with Literal Descriptions and Visual Imagery
EMNLP 2022
Cross-lingual Visual Pre-training for Multimodal Machine Translation
EACL 2021
SLAMP: Stochastic Latent Appearance and Motion Prediction
ICCV 2021
Procedural Reasoning Networks for Understanding Multimodal Procedures
CoNLL 2019
RecipeQA: A Challenge Dataset for Multimodal Comprehension of Cooking Recipes
EMNLP 2018
Automatic Description Generation from Images: A Survey of Models, Datasets, and Evaluation Measures (Extended Abstract)
IJCAI 2017
Re-evaluating Automatic Metrics for Image Captioning
EACL 2017
A Distributed Representation Based Query Expansion Approach for Image Captioning
ACL 2015
Image Matting With KL-Divergence Based Sparse Sampling
ICCV 2015