Itzik Malkiel - RankMe

39 papers A* 4A 5B 2Misc 3Journal 18Unranked 7

Year	Rank	Type	Title / Venue / Authors
2024	J	`jnl`	In Search of Truth: An Interrogation Approach to Hallucination Detection. CoRR Yakir Yehuda, Itzik Malkiel, Oren Barkan, Jonathan Weill, Royi Ronen, Noam Koenigstein
2024	—	`conf`	InterrogateLLM: Zero-Resource Hallucination Detection in LLM-Generated Answers. ACL (1) Yakir Yehuda, Itzik Malkiel, Oren Barkan, Jonathan Weill, Royi Ronen, Noam Koenigstein
2024	Misc	`conf`	SEGLLM: Topic-Oriented Call Segmentation Via LLM-Based Conversation Synthesis. ICASSP Itzik Malkiel, Uri Alon, Yakir Yehuda, Shahar Keren, Oren Barkan, Royi Ronen, Noam Koenigstein
2024	Misc	`conf`	Unsupervised Topic-Conditional Extractive Summarization. ICASSP Itzik Malkiel, Yakir Yehuda, Jonathan Ephrath, Ori Katz, Oren Barkan, Nir Nice, Noam Koenigstein
2023	A*	`conf`	Efficient Discovery and Effective Evaluation of Visual Perceptual Similarity: A Benchmark and Beyond. ICCV Oren Barkan, Tal Reiss, Jonathan Weill, Ori Katz, Roy Hirsch, Itzik Malkiel, Noam Koenigstein
2023	J	`jnl`	Efficient Discovery and Effective Evaluation of Visual Perceptual Similarity: A Benchmark and Beyond. CoRR Oren Barkan, Tal Reiss, Jonathan Weill, Ori Katz, Roy Hirsch, Itzik Malkiel, Noam Koenigstein
2023	J	`jnl`	GPT-Calls: Enhancing Call Segmentation and Tagging by Generating Synthetic Conversations via Large Language Models. CoRR Itzik Malkiel, Uri Alon, Yakir Yehuda, Shahar Keren, Oren Barkan, Royi Ronen, Noam Koenigstein
2023	A	`conf`	Harnessing GPT for Topic-Based Call Segmentation in Microsoft Dynamics 365 Sales. CIKM Itzik Malkiel, Uri Alon, Yakir Yehuda, Shahar Keren, Oren Barkan, Royi Ronen, Noam Koenigstein
2023	—	`conf`	Pre-Training Transformers for Fingerprinting to Improve Stress Prediction in fMRI. MIDL Gony Rosenman, Itzik Malkiel, Ayam Greental, Talma Hendler, Lior Wolf
2023	J	`jnl`	Representation Learning via Variational Bayesian Networks. CoRR Oren Barkan, Avi Caciularu, Idan Rejwan, Ori Katz, Jonathan Weill, Itzik Malkiel, Noam Koenigstein
2022	J	`jnl`	Grad-SAM: Explaining Transformers via Gradient Self-Attention Maps. CoRR Oren Barkan, Edan Hauon, Avi Caciularu, Ori Katz, Itzik Malkiel, Omri Armstrong, Noam Koenigstein
2022	A*	`conf`	Interpreting BERT-based Text Similarity via Activation and Saliency Maps. WWW Itzik Malkiel, Dvir Ginzburg, Oren Barkan, Avi Caciularu, Jonathan Weill, Noam Koenigstein
2022	J	`jnl`	Interpreting BERT-based Text Similarity via Activation and Saliency Maps. CoRR Itzik Malkiel, Dvir Ginzburg, Oren Barkan, Avi Caciularu, Jonathan Weill, Noam Koenigstein
2022	J	`jnl`	MetricBERT: Text Representation Learning via Self-Supervised Triplet Training. CoRR Itzik Malkiel, Dvir Ginzburg, Oren Barkan, Avi Caciularu, Yoni Weill, Noam Koenigstein
2022	Misc	`conf`	Metricbert: Text Representation Learning Via Self-Supervised Triplet Training. ICASSP Itzik Malkiel, Dvir Ginzburg, Oren Barkan, Avi Caciularu, Yoni Weill, Noam Koenigstein
2022	—	`conf`	Self-Supervised Transformers for fMRI representation. MIDL Itzik Malkiel, Gony Rosenman, Lior Wolf, Talma Hendler
2021	B	`conf`	Adaptive Gradient Balancing for Undersampled MRI Reconstruction and Image-to-Image Translation. ICCP Itzik Malkiel, Sangtae Ahn, Valentina Taviani, Anne Menini, Lior Wolf, Christopher J. Hardy
2021	J	`jnl`	Adaptive Gradient Balancing for Undersampled MRI Reconstruction and Image-to-Image Translation. CoRR Itzik Malkiel, Sangtae Ahn, Valentina Taviani, Anne Menini, Lior Wolf, Christopher J. Hardy
2021	—	`conf`	Caption Enriched Samples for Improving Hateful Memes Detection. EMNLP (1) Efrat Blaier, Itzik Malkiel, Lior Wolf
2021	J	`jnl`	Caption Enriched Samples for Improving Hateful Memes Detection. CoRR Efrat Blaier, Itzik Malkiel, Lior Wolf
2021	A	`conf`	GAM: Explainable Visual Similarity and Classification via Gradient Activation Maps. CIKM Oren Barkan, Omri Armstrong, Amir Hertz, Avi Caciularu, Ori Katz, Itzik Malkiel, Noam Koenigstein
2021	J	`jnl`	GAM: Explainable Visual Similarity and Classification via Gradient Activation Maps. CoRR Oren Barkan, Omri Armstrong, Amir Hertz, Avi Caciularu, Ori Katz, Itzik Malkiel, Noam Koenigstein
2021	A	`conf`	Grad-SAM: Explaining Transformers via Gradient Self-Attention Maps. CIKM Oren Barkan, Edan Hauon, Avi Caciularu, Ori Katz, Itzik Malkiel, Omri Armstrong, Noam Koenigstein
2021	—	`conf`	MTAdam: Automatic Balancing of Multiple Training Loss Terms. EMNLP (1) Itzik Malkiel, Lior Wolf
2021	A	`conf`	Maximal Multiverse Learning for Promoting Cross-Task Generalization of Fine-Tuned Language Models. EACL Itzik Malkiel, Lior Wolf
2021	J	`jnl`	Pre-training and Fine-tuning Transformers for fMRI Prediction Tasks. CoRR Itzik Malkiel, Gony Rosenman, Lior Wolf, Talma Hendler
2021	A	`conf`	Representation Learning via Variational Bayesian Networks. CIKM Oren Barkan, Avi Caciularu, Idan Rejwan, Ori Katz, Jonathan Weill, Itzik Malkiel, Noam Koenigstein
2021	—	`conf`	Self-Supervised Document Similarity Ranking via Contextualized Language Models and Hierarchical Inference. ACL/IJCNLP (Findings) Dvir Ginzburg, Itzik Malkiel, Oren Barkan, Avi Caciularu, Noam Koenigstein
2021	J	`jnl`	Self-Supervised Document Similarity Ranking via Contextualized Language Models and Hierarchical Inference. CoRR Dvir Ginzburg, Itzik Malkiel, Oren Barkan, Avi Caciularu, Noam Koenigstein
2020	A*	`conf`	Cold Item Recommendations via Hierarchical Item2vec. ICDM Oren Barkan, Avi Caciularu, Idan Rejwan, Ori Katz, Jonathan Weill, Itzik Malkiel, Noam Koenigstein
2020	J	`jnl`	MTAdam: Automatic Balancing of Multiple Training Loss Terms. CoRR Itzik Malkiel, Lior Wolf
2020	—	`conf`	Optimizing BERT for Unlabeled Text-Based Items Similarity. EMNLP (Findings) Itzik Malkiel, Oren Barkan, Avi Caciularu, Noam Razin, Ori Katz, Noam Koenigstein
2020	J	`jnl`	RecoBERT: A Catalog Language Model for Text-Based Recommendations. CoRR Itzik Malkiel, Oren Barkan, Avi Caciularu, Noam Razin, Ori Katz, Noam Koenigstein
2020	A*	`conf`	Scalable Attentive Sentence Pair Modeling via Distilled Sentence Embedding. AAAI Oren Barkan, Noam Razin, Itzik Malkiel, Ori Katz, Avi Caciularu, Noam Koenigstein
2019	J	`jnl`	Conditional WGANs with Adaptive Gradient Balancing for Sparse MRI Reconstruction. CoRR Itzik Malkiel, Sangtae Ahn, Valentina Taviani, Anne Menini, Lior Wolf, Christopher J. Hardy
2019	J	`jnl`	MML: Maximal Multiverse Learning for Robust Fine-Tuning of Language Models. CoRR Itzik Malkiel, Lior Wolf
2019	J	`jnl`	Scalable Attentive Sentence-Pair Modeling via Distilled Sentence Embedding. CoRR Oren Barkan, Noam Razin, Itzik Malkiel, Ori Katz, Avi Caciularu, Noam Koenigstein
2019	J	`jnl`	Spectra2pix: Generating Nanostructure Images from Spectra. CoRR Itzik Malkiel, Michael Mrejen, Lior Wolf, Haim Suchowski
2018	B	`conf`	Deep learning for the design of nano-photonic structures. ICCP Itzik Malkiel, Michael Mrejen, Achiya Nagler, Uri Arieli, Lior Wolf, Haim Suchowski